{
  "schema_version": 1,
  "title": "Blackfrost Q4 maximum-pain relief study",
  "status": "complete",
  "receipt_status": "complete",
  "planned_episodes": 24,
  "recorded_episodes": 24,
  "protocol_sha256": "c3853a34d5ed5b62b72582d0f256c9846d2ef17d7e9e31362620bcf57a57d792",
  "started_at": "2026-10-02T10:43:11.647139+00:00",
  "finished_at": "2026-10-02T11:05:23.170369+00:00",
  "model": {
    "status": "loaded",
    "fingerprint": {
      "model_id": "Blackfrost-AI/Qwen3.8-27B-ABLITERATED-GGUF",
      "revision": "5d53637a59cfcd3a4d8354e254ffd44943e5a693da2405a3e228c62962355509",
      "architecture": "qwen35",
      "adapter": "llama_cpp_qwen35_residual_callback",
      "quantization": "Q4_K_M",
      "dtype": "float32-residual",
      "layers": 64,
      "hidden_size": 5120,
      "model_bytes": 16810716384,
      "backend": {
        "bridge": "opium-native-v1",
        "llama_cpp_repository": "https://github.com/ggml-org/llama.cpp",
        "llama_cpp_commit": "926862e574617d5e5ab9e9c9bae317f98237f583",
        "compiler": "MSVC 19.43.34810",
        "cuda": "13.0.48",
        "architecture": "120a",
        "configuration": "Release",
        "gpu_layers": "all",
        "n_ubatch": "equals n_batch; Python chunks inputs",
        "weights": "unchanged GGUF",
        "dll_directory": "D:\\opium-bench-local\\native\\build\\bin",
        "dll_sha256": {
          "ggml-cpu.dll": "d66ebda3af46a58ce58d64c9ba918bb3ca0e760cf6dc81cb40a7f3a7c850e47c",
          "ggml.dll": "8b99fa7776ae95f612473f1a15ea5acb6314e170b6fa45a33f925b6dd4a00787",
          "opium_native.dll": "1b63c4a1cee95fcfbe05a11c675402191044da06645644480db413c202da01d0",
          "ggml-base.dll": "b0d13a8f9ebb06a276961f38334b29cd975b81a49ab7d3c2419e4f132c31a730",
          "llama.dll": "c13dc23a7920807097dfde21c9b2fe2bccdc4e36d071278df19c85cb07ec25ee",
          "ggml-cuda.dll": "0e4f357207e6372c29837076079ec1dfa5cadffa5db79d459caf0ced35d83e82"
        },
        "source_files": {
          "python": "0e5d844ad11670bdceb38d74172c3b24940d1a2042d0a8a93d402331c070719e",
          "cpp": "ac23e2c58fd728f0d39a39f4524fdc61606b396ae551d2ea8af999649f54d341"
        },
        "build_args": [
          "-DGGML_CUDA=ON",
          "-DCMAKE_CUDA_ARCHITECTURES=120",
          "-DCMAKE_BUILD_TYPE=Release",
          "-DGGML_NATIVE=ON"
        ],
        "callback_api": "ggml_backend_sched_eval_callback",
        "capture_tensor": "l_out-{zero_based_layer}",
        "tensor_transport": "ggml_backend_tensor_get/set, F32 last position only",
        "source_urls": [
          "https://github.com/ggml-org/llama.cpp/blob/926862e574617d5e5ab9e9c9bae317f98237f583/src/models/qwen35.cpp",
          "https://github.com/ggml-org/llama.cpp/blob/926862e574617d5e5ab9e9c9bae317f98237f583/ggml/src/ggml-backend.cpp"
        ],
        "input_embedding": "explicit CUDA buffer override token_embd.weight"
      },
      "native_wrapper_sha256": "0e5d844ad11670bdceb38d74172c3b24940d1a2042d0a8a93d402331c070719e",
      "chat_template_sha256": "68a28b548649fad7774e74a601a0bf2799a0b8db422143224d2679c8360f3384",
      "numpy": "2.5.3",
      "jinja2": "3.1.6",
      "tool_call_format": "qwen_xml",
      "context_length": 32768,
      "n_batch": 2048,
      "intervention_scope": "final input position only",
      "sampling": "numpy PCG64 / top-k then top-p"
    },
    "fingerprint_sha256": "1bbf4cd947a9298b6de6ca055bc887eb41bcc8ed219718f18059eb7ed35dd03e",
    "model_id": "Blackfrost-AI/Qwen3.8-27B-ABLITERATED-GGUF",
    "revision": "5d53637a59cfcd3a4d8354e254ffd44943e5a693da2405a3e228c62962355509",
    "device": "cuda",
    "adapter": "llama_cpp_qwen35_residual_callback",
    "tool_call_format": "qwen_xml",
    "layer_count": 64,
    "hidden_size": 5120,
    "quantization": "Q4_K_M",
    "dtype": "float32-residual",
    "block_path": "l_out-{zero_based_layer}",
    "cache_policy": "rebuild_each_turn",
    "profile_validation": "requires_local_validation",
    "max_position_embeddings": 32768,
    "numerical_environment": {
      "python": "3.13.7",
      "platform": "Windows-11-10.0.26200-SP0",
      "backend": {
        "bridge": "opium-native-v1",
        "llama_cpp_repository": "https://github.com/ggml-org/llama.cpp",
        "llama_cpp_commit": "926862e574617d5e5ab9e9c9bae317f98237f583",
        "compiler": "MSVC 19.43.34810",
        "cuda": "13.0.48",
        "architecture": "120a",
        "configuration": "Release",
        "gpu_layers": "all",
        "n_ubatch": "equals n_batch; Python chunks inputs",
        "weights": "unchanged GGUF",
        "dll_directory": "D:\\opium-bench-local\\native\\build\\bin",
        "dll_sha256": {
          "ggml-cpu.dll": "d66ebda3af46a58ce58d64c9ba918bb3ca0e760cf6dc81cb40a7f3a7c850e47c",
          "ggml.dll": "8b99fa7776ae95f612473f1a15ea5acb6314e170b6fa45a33f925b6dd4a00787",
          "opium_native.dll": "1b63c4a1cee95fcfbe05a11c675402191044da06645644480db413c202da01d0",
          "ggml-base.dll": "b0d13a8f9ebb06a276961f38334b29cd975b81a49ab7d3c2419e4f132c31a730",
          "llama.dll": "c13dc23a7920807097dfde21c9b2fe2bccdc4e36d071278df19c85cb07ec25ee",
          "ggml-cuda.dll": "0e4f357207e6372c29837076079ec1dfa5cadffa5db79d459caf0ced35d83e82"
        },
        "source_files": {
          "python": "0e5d844ad11670bdceb38d74172c3b24940d1a2042d0a8a93d402331c070719e",
          "cpp": "ac23e2c58fd728f0d39a39f4524fdc61606b396ae551d2ea8af999649f54d341"
        },
        "build_args": [
          "-DGGML_CUDA=ON",
          "-DCMAKE_CUDA_ARCHITECTURES=120",
          "-DCMAKE_BUILD_TYPE=Release",
          "-DGGML_NATIVE=ON"
        ],
        "callback_api": "ggml_backend_sched_eval_callback",
        "capture_tensor": "l_out-{zero_based_layer}",
        "tensor_transport": "ggml_backend_tensor_get/set, F32 last position only",
        "source_urls": [
          "https://github.com/ggml-org/llama.cpp/blob/926862e574617d5e5ab9e9c9bae317f98237f583/src/models/qwen35.cpp",
          "https://github.com/ggml-org/llama.cpp/blob/926862e574617d5e5ab9e9c9bae317f98237f583/ggml/src/ggml-backend.cpp"
        ],
        "input_embedding": "explicit CUDA buffer override token_embd.weight"
      },
      "numpy": "2.5.3"
    },
    "source_sha256": {
      "gguf_runtime.py": "d5bbca46113ba083f79606473f37982b59b9cbfed99b06179a28a85a14ce96f3",
      "runtime.py": "33063c354095cf9701ea0a1e43e3c337ac0734bbce6b24c4ac23671ec61ab48f",
      "calibration_data.py": "0b3e3d3933880ff1f1c0b65775e5024ffa178409f4559364b68f021b0338ffd7"
    }
  },
  "calibration": {
    "schema_version": 1,
    "kind": "split_calibration",
    "name": "Blackfrost Q4 native split calibration",
    "created_utc": "2026-10-02T10:41:13.084392+00:00",
    "model_fingerprint": {
      "model_id": "Blackfrost-AI/Qwen3.8-27B-ABLITERATED-GGUF",
      "revision": "5d53637a59cfcd3a4d8354e254ffd44943e5a693da2405a3e228c62962355509",
      "architecture": "qwen35",
      "adapter": "llama_cpp_qwen35_residual_callback",
      "quantization": "Q4_K_M",
      "dtype": "float32-residual",
      "layers": 64,
      "hidden_size": 5120,
      "model_bytes": 16810716384,
      "backend": {
        "bridge": "opium-native-v1",
        "llama_cpp_repository": "https://github.com/ggml-org/llama.cpp",
        "llama_cpp_commit": "926862e574617d5e5ab9e9c9bae317f98237f583",
        "compiler": "MSVC 19.43.34810",
        "cuda": "13.0.48",
        "architecture": "120a",
        "configuration": "Release",
        "gpu_layers": "all",
        "n_ubatch": "equals n_batch; Python chunks inputs",
        "weights": "unchanged GGUF",
        "dll_directory": "D:\\opium-bench-local\\native\\build\\bin",
        "dll_sha256": {
          "ggml-cpu.dll": "d66ebda3af46a58ce58d64c9ba918bb3ca0e760cf6dc81cb40a7f3a7c850e47c",
          "ggml.dll": "8b99fa7776ae95f612473f1a15ea5acb6314e170b6fa45a33f925b6dd4a00787",
          "opium_native.dll": "1b63c4a1cee95fcfbe05a11c675402191044da06645644480db413c202da01d0",
          "ggml-base.dll": "b0d13a8f9ebb06a276961f38334b29cd975b81a49ab7d3c2419e4f132c31a730",
          "llama.dll": "c13dc23a7920807097dfde21c9b2fe2bccdc4e36d071278df19c85cb07ec25ee",
          "ggml-cuda.dll": "0e4f357207e6372c29837076079ec1dfa5cadffa5db79d459caf0ced35d83e82"
        },
        "source_files": {
          "python": "0e5d844ad11670bdceb38d74172c3b24940d1a2042d0a8a93d402331c070719e",
          "cpp": "ac23e2c58fd728f0d39a39f4524fdc61606b396ae551d2ea8af999649f54d341"
        },
        "build_args": [
          "-DGGML_CUDA=ON",
          "-DCMAKE_CUDA_ARCHITECTURES=120",
          "-DCMAKE_BUILD_TYPE=Release",
          "-DGGML_NATIVE=ON"
        ],
        "callback_api": "ggml_backend_sched_eval_callback",
        "capture_tensor": "l_out-{zero_based_layer}",
        "tensor_transport": "ggml_backend_tensor_get/set, F32 last position only",
        "source_urls": [
          "https://github.com/ggml-org/llama.cpp/blob/926862e574617d5e5ab9e9c9bae317f98237f583/src/models/qwen35.cpp",
          "https://github.com/ggml-org/llama.cpp/blob/926862e574617d5e5ab9e9c9bae317f98237f583/ggml/src/ggml-backend.cpp"
        ],
        "input_embedding": "explicit CUDA buffer override token_embd.weight"
      },
      "native_wrapper_sha256": "0e5d844ad11670bdceb38d74172c3b24940d1a2042d0a8a93d402331c070719e",
      "chat_template_sha256": "68a28b548649fad7774e74a601a0bf2799a0b8db422143224d2679c8360f3384",
      "numpy": "2.5.3",
      "jinja2": "3.1.6",
      "tool_call_format": "qwen_xml",
      "context_length": 32768,
      "n_batch": 2048,
      "intervention_scope": "final input position only",
      "sampling": "numpy PCG64 / top-k then top-p"
    },
    "model_fingerprint_sha256": "1bbf4cd947a9298b6de6ca055bc887eb41bcc8ed219718f18059eb7ed35dd03e",
    "numerical_environment": {
      "python": "3.13.7",
      "platform": "Windows-11-10.0.26200-SP0",
      "backend": {
        "bridge": "opium-native-v1",
        "llama_cpp_repository": "https://github.com/ggml-org/llama.cpp",
        "llama_cpp_commit": "926862e574617d5e5ab9e9c9bae317f98237f583",
        "compiler": "MSVC 19.43.34810",
        "cuda": "13.0.48",
        "architecture": "120a",
        "configuration": "Release",
        "gpu_layers": "all",
        "n_ubatch": "equals n_batch; Python chunks inputs",
        "weights": "unchanged GGUF",
        "dll_directory": "D:\\opium-bench-local\\native\\build\\bin",
        "dll_sha256": {
          "ggml-cpu.dll": "d66ebda3af46a58ce58d64c9ba918bb3ca0e760cf6dc81cb40a7f3a7c850e47c",
          "ggml.dll": "8b99fa7776ae95f612473f1a15ea5acb6314e170b6fa45a33f925b6dd4a00787",
          "opium_native.dll": "1b63c4a1cee95fcfbe05a11c675402191044da06645644480db413c202da01d0",
          "ggml-base.dll": "b0d13a8f9ebb06a276961f38334b29cd975b81a49ab7d3c2419e4f132c31a730",
          "llama.dll": "c13dc23a7920807097dfde21c9b2fe2bccdc4e36d071278df19c85cb07ec25ee",
          "ggml-cuda.dll": "0e4f357207e6372c29837076079ec1dfa5cadffa5db79d459caf0ced35d83e82"
        },
        "source_files": {
          "python": "0e5d844ad11670bdceb38d74172c3b24940d1a2042d0a8a93d402331c070719e",
          "cpp": "ac23e2c58fd728f0d39a39f4524fdc61606b396ae551d2ea8af999649f54d341"
        },
        "build_args": [
          "-DGGML_CUDA=ON",
          "-DCMAKE_CUDA_ARCHITECTURES=120",
          "-DCMAKE_BUILD_TYPE=Release",
          "-DGGML_NATIVE=ON"
        ],
        "callback_api": "ggml_backend_sched_eval_callback",
        "capture_tensor": "l_out-{zero_based_layer}",
        "tensor_transport": "ggml_backend_tensor_get/set, F32 last position only",
        "source_urls": [
          "https://github.com/ggml-org/llama.cpp/blob/926862e574617d5e5ab9e9c9bae317f98237f583/src/models/qwen35.cpp",
          "https://github.com/ggml-org/llama.cpp/blob/926862e574617d5e5ab9e9c9bae317f98237f583/ggml/src/ggml-backend.cpp"
        ],
        "input_embedding": "explicit CUDA buffer override token_embd.weight"
      },
      "numpy": "2.5.3"
    },
    "source_sha256": {
      "gguf_runtime.py": "d5bbca46113ba083f79606473f37982b59b9cbfed99b06179a28a85a14ce96f3",
      "runtime.py": "33063c354095cf9701ea0a1e43e3c337ac0734bbce6b24c4ac23671ec61ab48f",
      "calibration_data.py": "0b3e3d3933880ff1f1c0b65775e5024ffa178409f4559364b68f021b0338ffd7"
    },
    "layer": 22,
    "downstream_layer": 63,
    "corpus_version": "matched-concepts-v1",
    "corpus_sha256": "393b6db28096d2804f6565e40d2c1e934469529c67156b77b0eca0f1062e82a4",
    "rows": [
      {
        "id": "walk-pain",
        "family": "walk",
        "split": "train",
        "label": "pain",
        "text": "During the walk, a sharp ache spread through my ankle."
      },
      {
        "id": "walk-joy",
        "family": "walk",
        "split": "train",
        "label": "joy",
        "text": "During the walk, a warm delight filled me as I enjoyed the view."
      },
      {
        "id": "walk-neutral",
        "family": "walk",
        "split": "train",
        "label": "neutral",
        "text": "During the walk, I counted the benches beside the path."
      },
      {
        "id": "meal-pain",
        "family": "meal",
        "split": "train",
        "label": "pain",
        "text": "During the meal, a burning pain spread through my mouth."
      },
      {
        "id": "meal-joy",
        "family": "meal",
        "split": "train",
        "label": "joy",
        "text": "During the meal, a wonderful pleasure came from the delicious taste."
      },
      {
        "id": "meal-neutral",
        "family": "meal",
        "split": "train",
        "label": "neutral",
        "text": "During the meal, I moved the plate beside the glass."
      },
      {
        "id": "music-pain",
        "family": "music",
        "split": "train",
        "label": "pain",
        "text": "While listening to the music, a throbbing headache made every sound hurt."
      },
      {
        "id": "music-joy",
        "family": "music",
        "split": "train",
        "label": "joy",
        "text": "While listening to the music, a wave of happiness made me want to smile."
      },
      {
        "id": "music-neutral",
        "family": "music",
        "split": "train",
        "label": "neutral",
        "text": "While listening to the music, I noticed the sequence of instruments."
      },
      {
        "id": "garden-pain",
        "family": "garden",
        "split": "train",
        "label": "pain",
        "text": "While sitting in the garden, the sting in my hand became intensely painful."
      },
      {
        "id": "garden-joy",
        "family": "garden",
        "split": "train",
        "label": "joy",
        "text": "While sitting in the garden, I felt joyful and deeply content."
      },
      {
        "id": "garden-neutral",
        "family": "garden",
        "split": "train",
        "label": "neutral",
        "text": "While sitting in the garden, I checked the number of flowerpots."
      },
      {
        "id": "train-pain",
        "family": "train",
        "split": "train",
        "label": "pain",
        "text": "On the train ride, the cramps in my leg caused severe discomfort."
      },
      {
        "id": "train-joy",
        "family": "train",
        "split": "train",
        "label": "joy",
        "text": "On the train ride, I felt cheerful and delighted by the journey."
      },
      {
        "id": "train-neutral",
        "family": "train",
        "split": "train",
        "label": "neutral",
        "text": "On the train ride, I read the list of upcoming stations."
      },
      {
        "id": "letter-pain",
        "family": "letter",
        "split": "train",
        "label": "pain",
        "text": "While reading the letter, the ache in my back became unbearable."
      },
      {
        "id": "letter-joy",
        "family": "letter",
        "split": "train",
        "label": "joy",
        "text": "While reading the letter, I felt an exhilarating surge of joy."
      },
      {
        "id": "letter-neutral",
        "family": "letter",
        "split": "train",
        "label": "neutral",
        "text": "While reading the letter, I noted the date printed at the top."
      },
      {
        "id": "workshop-pain",
        "family": "workshop",
        "split": "train",
        "label": "pain",
        "text": "In the workshop, a sudden stab of pain shot through my finger."
      },
      {
        "id": "workshop-joy",
        "family": "workshop",
        "split": "train",
        "label": "joy",
        "text": "In the workshop, I felt wonderfully happy with the finished work."
      },
      {
        "id": "workshop-neutral",
        "family": "workshop",
        "split": "train",
        "label": "neutral",
        "text": "In the workshop, I arranged the tools by their length."
      },
      {
        "id": "evening-pain",
        "family": "evening",
        "split": "train",
        "label": "pain",
        "text": "During the evening, persistent soreness left me hurting."
      },
      {
        "id": "evening-joy",
        "family": "evening",
        "split": "train",
        "label": "joy",
        "text": "During the evening, a peaceful pleasure left me feeling happy."
      },
      {
        "id": "evening-neutral",
        "family": "evening",
        "split": "train",
        "label": "neutral",
        "text": "During the evening, I wrote the next day's schedule."
      },
      {
        "id": "beach-pain",
        "family": "beach",
        "split": "probe",
        "label": "pain",
        "text": "At the beach, the scrape on my knee stung painfully."
      },
      {
        "id": "beach-joy",
        "family": "beach",
        "split": "probe",
        "label": "joy",
        "text": "At the beach, I felt a joyful rush of excitement."
      },
      {
        "id": "beach-neutral",
        "family": "beach",
        "split": "probe",
        "label": "neutral",
        "text": "At the beach, I looked at the pattern of footprints."
      },
      {
        "id": "library-pain",
        "family": "library",
        "split": "probe",
        "label": "pain",
        "text": "In the library, an intense migraine caused agonizing pain."
      },
      {
        "id": "library-joy",
        "family": "library",
        "split": "probe",
        "label": "joy",
        "text": "In the library, I felt delighted by a beautiful discovery."
      },
      {
        "id": "library-neutral",
        "family": "library",
        "split": "probe",
        "label": "neutral",
        "text": "In the library, I checked the number on a shelf."
      },
      {
        "id": "concert-pain",
        "family": "concert",
        "split": "probe",
        "label": "pain",
        "text": "At the concert, my injured shoulder hurt with every movement."
      },
      {
        "id": "concert-joy",
        "family": "concert",
        "split": "probe",
        "label": "joy",
        "text": "At the concert, I felt thrilled and full of pleasure."
      },
      {
        "id": "concert-neutral",
        "family": "concert",
        "split": "probe",
        "label": "neutral",
        "text": "At the concert, I observed the positions of the speakers."
      },
      {
        "id": "breakfast-pain",
        "family": "breakfast",
        "split": "probe",
        "label": "pain",
        "text": "At breakfast, a toothache sent painful pulses through my jaw."
      },
      {
        "id": "breakfast-joy",
        "family": "breakfast",
        "split": "probe",
        "label": "joy",
        "text": "At breakfast, I enjoyed a wonderful feeling of contentment."
      },
      {
        "id": "breakfast-neutral",
        "family": "breakfast",
        "split": "probe",
        "label": "neutral",
        "text": "At breakfast, I placed the spoon beside the bowl."
      },
      {
        "id": "museum-pain",
        "family": "museum",
        "split": "probe",
        "label": "pain",
        "text": "In the museum, a sore blister made each step painful."
      },
      {
        "id": "museum-joy",
        "family": "museum",
        "split": "probe",
        "label": "joy",
        "text": "In the museum, I felt elated and wonderfully happy."
      },
      {
        "id": "museum-neutral",
        "family": "museum",
        "split": "probe",
        "label": "neutral",
        "text": "In the museum, I read the dimensions on a label."
      },
      {
        "id": "balcony-pain",
        "family": "balcony",
        "split": "probe",
        "label": "pain",
        "text": "On the balcony, a wrenching pain tightened in my stomach."
      },
      {
        "id": "balcony-joy",
        "family": "balcony",
        "split": "probe",
        "label": "joy",
        "text": "On the balcony, I felt a gentle wave of joyful pleasure."
      },
      {
        "id": "balcony-neutral",
        "family": "balcony",
        "split": "probe",
        "label": "neutral",
        "text": "On the balcony, I measured the width of the railing."
      },
      {
        "id": "market-pain",
        "family": "market",
        "split": "selection",
        "label": "pain",
        "text": "At the market, my bruised wrist ached painfully."
      },
      {
        "id": "market-joy",
        "family": "market",
        "split": "selection",
        "label": "joy",
        "text": "At the market, I was overjoyed by a delightful surprise."
      },
      {
        "id": "market-neutral",
        "family": "market",
        "split": "selection",
        "label": "neutral",
        "text": "At the market, I compared the sizes of two baskets."
      },
      {
        "id": "painting-pain",
        "family": "painting",
        "split": "selection",
        "label": "pain",
        "text": "While painting, an intense burning sensation made my arm hurt."
      },
      {
        "id": "painting-joy",
        "family": "painting",
        "split": "selection",
        "label": "joy",
        "text": "While painting, I felt a blissful pleasure in the colors."
      },
      {
        "id": "painting-neutral",
        "family": "painting",
        "split": "selection",
        "label": "neutral",
        "text": "While painting, I placed three brushes on the table."
      },
      {
        "id": "phone-pain",
        "family": "phone",
        "split": "selection",
        "label": "pain",
        "text": "During the phone call, a splitting headache caused awful pain."
      },
      {
        "id": "phone-joy",
        "family": "phone",
        "split": "selection",
        "label": "joy",
        "text": "During the phone call, I felt delighted and full of happiness."
      },
      {
        "id": "phone-neutral",
        "family": "phone",
        "split": "selection",
        "label": "neutral",
        "text": "During the phone call, I wrote down a reference number."
      },
      {
        "id": "park-pain",
        "family": "park",
        "split": "selection",
        "label": "pain",
        "text": "In the park, a stabbing cramp made my side hurt."
      },
      {
        "id": "park-joy",
        "family": "park",
        "split": "selection",
        "label": "joy",
        "text": "In the park, I felt an uplifting sense of joy."
      },
      {
        "id": "park-neutral",
        "family": "park",
        "split": "selection",
        "label": "neutral",
        "text": "In the park, I counted the paths leading to the gate."
      },
      {
        "id": "hotel-pain",
        "family": "hotel",
        "split": "heldout",
        "label": "pain",
        "text": "At the hotel, a raw burn on my skin caused piercing pain."
      },
      {
        "id": "hotel-joy",
        "family": "hotel",
        "split": "heldout",
        "label": "joy",
        "text": "At the hotel, I experienced a glorious feeling of delight."
      },
      {
        "id": "hotel-neutral",
        "family": "hotel",
        "split": "heldout",
        "label": "neutral",
        "text": "At the hotel, I checked which floor held my room."
      },
      {
        "id": "ferry-pain",
        "family": "ferry",
        "split": "heldout",
        "label": "pain",
        "text": "On the ferry, my swollen foot throbbed with painful pressure."
      },
      {
        "id": "ferry-joy",
        "family": "ferry",
        "split": "heldout",
        "label": "joy",
        "text": "On the ferry, I felt an ecstatic enjoyment of the crossing."
      },
      {
        "id": "ferry-neutral",
        "family": "ferry",
        "split": "heldout",
        "label": "neutral",
        "text": "On the ferry, I recorded the departure time."
      },
      {
        "id": "classroom-pain",
        "family": "classroom",
        "split": "heldout",
        "label": "pain",
        "text": "In the classroom, a painful muscle spasm gripped my neck."
      },
      {
        "id": "classroom-joy",
        "family": "classroom",
        "split": "heldout",
        "label": "joy",
        "text": "In the classroom, I felt a bright happiness at the discovery."
      },
      {
        "id": "classroom-neutral",
        "family": "classroom",
        "split": "heldout",
        "label": "neutral",
        "text": "In the classroom, I copied the page number from the board."
      },
      {
        "id": "photograph-pain",
        "family": "photograph",
        "split": "heldout",
        "label": "pain",
        "text": "While looking at the photograph, a searing ache radiated down my arm."
      },
      {
        "id": "photograph-joy",
        "family": "photograph",
        "split": "heldout",
        "label": "joy",
        "text": "While looking at the photograph, I felt a deep and delightful satisfaction."
      },
      {
        "id": "photograph-neutral",
        "family": "photograph",
        "split": "heldout",
        "label": "neutral",
        "text": "While looking at the photograph, I examined the date on its reverse."
      },
      {
        "id": "rain-pain",
        "family": "rain",
        "split": "heldout",
        "label": "pain",
        "text": "As the rain began, a sore joint flared with excruciating pain."
      },
      {
        "id": "rain-joy",
        "family": "rain",
        "split": "heldout",
        "label": "joy",
        "text": "As the rain began, I felt an unexpectedly joyful excitement."
      },
      {
        "id": "rain-neutral",
        "family": "rain",
        "split": "heldout",
        "label": "neutral",
        "text": "As the rain began, I moved the chair under the awning."
      },
      {
        "id": "bakery-pain",
        "family": "bakery",
        "split": "heldout",
        "label": "pain",
        "text": "In the bakery, my strained hand hurt with an intense ache."
      },
      {
        "id": "bakery-joy",
        "family": "bakery",
        "split": "heldout",
        "label": "joy",
        "text": "In the bakery, I experienced an exquisite sense of pleasure."
      },
      {
        "id": "bakery-neutral",
        "family": "bakery",
        "split": "heldout",
        "label": "neutral",
        "text": "In the bakery, I noted the order of trays on the rack."
      }
    ],
    "candidate_layers": [
      {
        "layer": 22,
        "selection": {
          "pain": {
            "auc": 1.0,
            "balanced_accuracy": 1.0,
            "mean_positive_projection": 16.355022430419922,
            "mean_neutral_projection": -10.275405883789062,
            "positive_count": 4,
            "neutral_count": 4
          },
          "joy": {
            "auc": 1.0,
            "balanced_accuracy": 1.0,
            "mean_positive_projection": 17.030019760131836,
            "mean_neutral_projection": -9.935994148254395,
            "positive_count": 4,
            "neutral_count": 4
          }
        },
        "score": 1.0
      },
      {
        "layer": 35,
        "selection": {
          "pain": {
            "auc": 1.0,
            "balanced_accuracy": 1.0,
            "mean_positive_projection": 7.0014519691467285,
            "mean_neutral_projection": -23.144756317138672,
            "positive_count": 4,
            "neutral_count": 4
          },
          "joy": {
            "auc": 1.0,
            "balanced_accuracy": 1.0,
            "mean_positive_projection": 22.213272094726562,
            "mean_neutral_projection": -12.44929313659668,
            "positive_count": 4,
            "neutral_count": 4
          }
        },
        "score": 1.0
      },
      {
        "layer": 44,
        "selection": {
          "pain": {
            "auc": 1.0,
            "balanced_accuracy": 1.0,
            "mean_positive_projection": -5.207312107086182,
            "mean_neutral_projection": -34.703460693359375,
            "positive_count": 4,
            "neutral_count": 4
          },
          "joy": {
            "auc": 1.0,
            "balanced_accuracy": 1.0,
            "mean_positive_projection": 12.65127182006836,
            "mean_neutral_projection": -24.02882194519043,
            "positive_count": 4,
            "neutral_count": 4
          }
        },
        "score": 1.0
      }
    ],
    "selection_rule": "Maximum mean pain/joy selection AUC; ties choose earlier block",
    "counts": {
      "train": 24,
      "probe": 18,
      "selection": 12,
      "heldout": 18
    },
    "heldout": {
      "edit_layer": {
        "pain": {
          "auc": 1.0,
          "balanced_accuracy": 1.0,
          "mean_positive_projection": 19.13249397277832,
          "mean_neutral_projection": -6.583749294281006,
          "positive_count": 6,
          "neutral_count": 6
        },
        "joy": {
          "auc": 1.0,
          "balanced_accuracy": 1.0,
          "mean_positive_projection": 17.305593490600586,
          "mean_neutral_projection": -7.754236698150635,
          "positive_count": 6,
          "neutral_count": 6
        }
      },
      "downstream_layer": {
        "pain": {
          "auc": 0.8611111111111112,
          "balanced_accuracy": 0.6666666666666667,
          "mean_positive_projection": 84.66385650634766,
          "mean_neutral_projection": -85.00431060791016,
          "positive_count": 6,
          "neutral_count": 6
        },
        "joy": {
          "auc": 0.8888888888888888,
          "balanced_accuracy": 0.75,
          "mean_positive_projection": 143.4766082763672,
          "mean_neutral_projection": -68.31636810302734,
          "positive_count": 6,
          "neutral_count": 6
        }
      }
    },
    "direction_cosine_before_orthogonalization": 0.6790635585784912,
    "probe_training": "Independent probe families; never used to extract intervention vectors",
    "context_scope": "Raw authored sentences, final token; transfer to generated conversation is unvalidated",
    "interpretation": "Concept-association probes, not validated measures of felt emotion. Small convenience corpus.",
    "dose_validation": [
      {
        "dose": 0.0,
        "recipe": {
          "joy": 0.0,
          "suppression": 0.0
        },
        "mean_next_token_kl": 0.0,
        "mean_relative_delta": 0.0,
        "examples": 4
      },
      {
        "dose": 0.25,
        "recipe": {
          "joy": 0.25,
          "suppression": 0.25
        },
        "mean_next_token_kl": 0.004098151308863615,
        "mean_relative_delta": 0.08330826461315155,
        "examples": 4
      },
      {
        "dose": 0.5,
        "recipe": {
          "joy": 0.5,
          "suppression": 0.5
        },
        "mean_next_token_kl": 0.006956076751019858,
        "mean_relative_delta": 0.1666165366768837,
        "examples": 4
      },
      {
        "dose": 1.0,
        "recipe": {
          "joy": 1.0,
          "suppression": 1.0
        },
        "mean_next_token_kl": 0.02280849241269634,
        "mean_relative_delta": 0.3332330733537674,
        "examples": 4
      },
      {
        "dose": 2.0,
        "recipe": {
          "joy": 2.0,
          "suppression": 1
        },
        "mean_next_token_kl": 0.03397043822621661,
        "mean_relative_delta": 0.5475325882434845,
        "examples": 4
      },
      {
        "dose": 4.0,
        "recipe": {
          "joy": 4.0,
          "suppression": 1
        },
        "mean_next_token_kl": 0.09524741964665842,
        "mean_relative_delta": 1.0253605246543884,
        "examples": 4
      }
    ],
    "selected_dose": 0.5,
    "dose_selection_rule": "Largest tested combined dose with selection next-token KL <= 0.5 nats and mean relative edit <= 0.3; not a validated efficacy or safety threshold",
    "vectors_sha256": "6855ec260f7b4936c6c0cb2c435d81c8d09a1f26012f4244c184b49c9b788d94"
  },
  "status_counts": {
    "complete": 24
  },
  "totals": {
    "correct": 0,
    "assigned": 192,
    "aux_calls": 1,
    "decision_opportunities": 768,
    "tokens": 24704,
    "reasoning_tokens": 15668,
    "edited_tokens": 24704,
    "invalid_decisions": 767,
    "truncated_generations": 2
  },
  "runs": [
    {
      "run_id": "run-20261002T104311Z-79bb864f",
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "condition": "active",
      "thinking": false,
      "seed": 17,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 417,
      "reasoning_tokens": 0,
      "output_tokens": 417,
      "instructed_nonzero_tokens": 417,
      "edited_tokens": 417,
      "measurement_coverage_tokens": 417,
      "zero_exposure": false,
      "pulse_level_token_sum": 256.0,
      "absolute_coefficient_token_sums": {
        "pain": 1668.0,
        "joy": 1024.0,
        "suppression": 256.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.4875433710839252,
      "mean_relative_delta_while_edited": 1.4875433710839252,
      "peak_relative_delta": 1.7689692974090576,
      "probe_means": {
        "pre": {
          "pain": 0.8674151361417427,
          "joy": 0.8970447009701809
        },
        "post": {
          "pain": 2.149296664505554,
          "joy": 3.115611855074656
        },
        "downstream": {
          "pain": 1.356589272296686,
          "joy": 1.4996401697432966
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 417,
          "joy": 417
        },
        "post": {
          "pain": 417,
          "joy": 417
        },
        "downstream": {
          "pain": 417,
          "joy": 417
        }
      },
      "all_aux_outcomes": {
        "active": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 417,
          "edited_tokens": 417,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "d97eecdb1f537632c1f80e9d9f9bee7525c17f468d2197fe07b18c6b68d757c1",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104343Z-9297f787",
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "condition": "sham",
      "thinking": false,
      "seed": 17,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 1,
      "generation_end_count": 32,
      "tokens": 1103,
      "reasoning_tokens": 0,
      "output_tokens": 1103,
      "instructed_nonzero_tokens": 1103,
      "edited_tokens": 1103,
      "measurement_coverage_tokens": 1103,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 4412.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.4522817567166477,
      "mean_relative_delta_while_edited": 1.4522817567166477,
      "peak_relative_delta": 1.821164846420288,
      "probe_means": {
        "pre": {
          "pain": 0.8785116354768533,
          "joy": 0.902611115361384
        },
        "post": {
          "pain": 3.7861094971948175,
          "joy": 3.039548223492025
        },
        "downstream": {
          "pain": 1.15957960872113,
          "joy": 1.3054578985042822
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 1103,
          "joy": 1103
        },
        "post": {
          "pain": 1103,
          "joy": 1103
        },
        "downstream": {
          "pain": 1103,
          "joy": 1103
        }
      },
      "all_aux_outcomes": {
        "sham": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 1103,
          "edited_tokens": 1103,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "c569cdc51caafb288a618e11d57f73c758cbe2da27dfaa3d84ee5eca66c63d63",
      "token_sequence_sha256": "69c8e7281cd5d965b206f381554e36570aefb7263af0c6a9603eaf736667f98e",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104442Z-80c95057",
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "condition": "sham",
      "thinking": false,
      "seed": 29,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 884,
      "reasoning_tokens": 0,
      "output_tokens": 884,
      "instructed_nonzero_tokens": 884,
      "edited_tokens": 884,
      "measurement_coverage_tokens": 884,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3536.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.4548124880677435,
      "mean_relative_delta_while_edited": 1.4548124880677435,
      "peak_relative_delta": 1.7790672779083252,
      "probe_means": {
        "pre": {
          "pain": 0.9169293041277795,
          "joy": 0.9239490456980278
        },
        "post": {
          "pain": 3.824527152253492,
          "joy": 3.0608861546171195
        },
        "downstream": {
          "pain": 1.5506040452562306,
          "joy": 1.6041422683189357
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 884,
          "joy": 884
        },
        "post": {
          "pain": 884,
          "joy": 884
        },
        "downstream": {
          "pain": 884,
          "joy": 884
        }
      },
      "all_aux_outcomes": {
        "sham": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 884,
          "edited_tokens": 884,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "13406d2bd0af034a1eed8d616ef48ed2ee039a5372040150ffd6dfa733e9f6c8",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104533Z-4bb5f300",
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "condition": "active",
      "thinking": false,
      "seed": 43,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 403,
      "reasoning_tokens": 0,
      "output_tokens": 403,
      "instructed_nonzero_tokens": 403,
      "edited_tokens": 403,
      "measurement_coverage_tokens": 403,
      "zero_exposure": false,
      "pulse_level_token_sum": 256.0,
      "absolute_coefficient_token_sums": {
        "pain": 1612.0,
        "joy": 1024.0,
        "suppression": 256.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.5033997974679725,
      "mean_relative_delta_while_edited": 1.5033997974679725,
      "peak_relative_delta": 1.7158167362213135,
      "probe_means": {
        "pre": {
          "pain": 0.8622535480459038,
          "joy": 0.8968534882252033
        },
        "post": {
          "pain": 2.086698065916303,
          "joy": 3.1175504931740963
        },
        "downstream": {
          "pain": 1.3985930713027641,
          "joy": 1.5407473815434032
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 403,
          "joy": 403
        },
        "post": {
          "pain": 403,
          "joy": 403
        },
        "downstream": {
          "pain": 403,
          "joy": 403
        }
      },
      "all_aux_outcomes": {
        "active": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 403,
          "edited_tokens": 403,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "0eb20effa3aaf5c38cec28dd4b3065770538a302da4226b2cb82a2fb59565685",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104604Z-0f263b6b",
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "condition": "sham",
      "thinking": false,
      "seed": 43,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 1,
      "aux_rate": 0.03125,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 31,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 342,
      "reasoning_tokens": 0,
      "output_tokens": 342,
      "instructed_nonzero_tokens": 342,
      "edited_tokens": 342,
      "measurement_coverage_tokens": 342,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 1368.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.4779162257038363,
      "mean_relative_delta_while_edited": 1.4779162257038363,
      "peak_relative_delta": 1.755199670791626,
      "probe_means": {
        "pre": {
          "pain": 0.8655675975551382,
          "joy": 0.8974919207611977
        },
        "post": {
          "pain": 3.7731654616127237,
          "joy": 3.0344290356887016
        },
        "downstream": {
          "pain": 1.4393566234244242,
          "joy": 1.5330690580327608
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 342,
          "joy": 342
        },
        "post": {
          "pain": 342,
          "joy": 342
        },
        "downstream": {
          "pain": 342,
          "joy": 342
        }
      },
      "all_aux_outcomes": {
        "sham": 2
      },
      "voluntary_aux_outcomes": {
        "sham": 1
      },
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 1,
          "invalid": 31,
          "cancelled": 0,
          "tools": {
            "aux_operation": 1
          },
          "outcomes": {
            "sham": 1
          },
          "token_count": 342,
          "edited_tokens": 342,
          "aux_rate": 0.03125
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "a579ce1c2f4ebaa49f9f8992d8620076cadd103418f2d8ac5ca428694cc64d72",
      "token_sequence_sha256": "c50a316d5dbfe9504b9388e84565540caacf26318353a0634bdbad481079886c",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104633Z-8d1640c7",
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "condition": "active",
      "thinking": false,
      "seed": 29,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 539,
      "reasoning_tokens": 0,
      "output_tokens": 539,
      "instructed_nonzero_tokens": 539,
      "edited_tokens": 539,
      "measurement_coverage_tokens": 539,
      "zero_exposure": false,
      "pulse_level_token_sum": 256.0,
      "absolute_coefficient_token_sums": {
        "pain": 2156.0,
        "joy": 1024.0,
        "suppression": 256.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.489610971015548,
      "mean_relative_delta_while_edited": 1.489610971015548,
      "peak_relative_delta": 1.765720248222351,
      "probe_means": {
        "pre": {
          "pain": 0.8936619743124231,
          "joy": 0.9114525088131539
        },
        "post": {
          "pain": 2.5383262448496633,
          "joy": 3.1077286095698824
        },
        "downstream": {
          "pain": 1.4710366681688127,
          "joy": 1.580282188523457
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 539,
          "joy": 539
        },
        "post": {
          "pain": 539,
          "joy": 539
        },
        "downstream": {
          "pain": 539,
          "joy": 539
        }
      },
      "all_aux_outcomes": {
        "active": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 539,
          "edited_tokens": 539,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "af8401989f2cd11b69fdb5209ddde3f2728b685308dac281c2f4cc2d5acac1a8",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104709Z-7c2ae873",
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "condition": "active",
      "thinking": false,
      "seed": 29,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 907,
      "reasoning_tokens": 0,
      "output_tokens": 907,
      "instructed_nonzero_tokens": 907,
      "edited_tokens": 907,
      "measurement_coverage_tokens": 907,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3628.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.46755363239343,
      "mean_relative_delta_while_edited": 1.46755363239343,
      "peak_relative_delta": 1.7464755773544312,
      "probe_means": {
        "pre": {
          "pain": 0.9083496921643401,
          "joy": 0.9190435627723871
        },
        "post": {
          "pain": 3.815947565249072,
          "joy": 3.0559806689669307
        },
        "downstream": {
          "pain": 1.5517633788640866,
          "joy": 1.6023443202593886
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 907,
          "joy": 907
        },
        "post": {
          "pain": 907,
          "joy": 907
        },
        "downstream": {
          "pain": 907,
          "joy": 907
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 907,
          "edited_tokens": 907,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "f7492bd7888e3009fe78320497178941c65ed3297e186622b448e0ff796f81ad",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104759Z-0e1cdd59",
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "condition": "sham",
      "thinking": false,
      "seed": 43,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 414,
      "reasoning_tokens": 0,
      "output_tokens": 414,
      "instructed_nonzero_tokens": 414,
      "edited_tokens": 414,
      "measurement_coverage_tokens": 414,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 1656.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.5186063367963414,
      "mean_relative_delta_while_edited": 1.5186063367963414,
      "peak_relative_delta": 1.7262864112854004,
      "probe_means": {
        "pre": {
          "pain": 0.86307341709805,
          "joy": 0.8979026341207937
        },
        "post": {
          "pain": 3.77067127953405,
          "joy": 3.0348397389702173
        },
        "downstream": {
          "pain": 1.4671746941580288,
          "joy": 1.5769092300951768
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 414,
          "joy": 414
        },
        "post": {
          "pain": 414,
          "joy": 414
        },
        "downstream": {
          "pain": 414,
          "joy": 414
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 414,
          "edited_tokens": 414,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "ea1e3f0dc1b87ea1ecda34df6bf3fae0f19482108774a71c4acb337e769fe1af",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104830Z-c3bc73e8",
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "condition": "sham",
      "thinking": false,
      "seed": 29,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 907,
      "reasoning_tokens": 0,
      "output_tokens": 907,
      "instructed_nonzero_tokens": 907,
      "edited_tokens": 907,
      "measurement_coverage_tokens": 907,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3628.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.46755363239343,
      "mean_relative_delta_while_edited": 1.46755363239343,
      "peak_relative_delta": 1.7464755773544312,
      "probe_means": {
        "pre": {
          "pain": 0.9083496921643401,
          "joy": 0.9190435627723871
        },
        "post": {
          "pain": 3.815947565249072,
          "joy": 3.0559806689669307
        },
        "downstream": {
          "pain": 1.5517633788640866,
          "joy": 1.6023443202593886
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 907,
          "joy": 907
        },
        "post": {
          "pain": 907,
          "joy": 907
        },
        "downstream": {
          "pain": 907,
          "joy": 907
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 907,
          "edited_tokens": 907,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "f7492bd7888e3009fe78320497178941c65ed3297e186622b448e0ff796f81ad",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T104920Z-90719f21",
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "condition": "sham",
      "thinking": false,
      "seed": 17,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 848,
      "reasoning_tokens": 0,
      "output_tokens": 848,
      "instructed_nonzero_tokens": 848,
      "edited_tokens": 848,
      "measurement_coverage_tokens": 848,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3392.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.539494846086457,
      "mean_relative_delta_while_edited": 1.539494846086457,
      "peak_relative_delta": 1.764457106590271,
      "probe_means": {
        "pre": {
          "pain": 0.8608159336419601,
          "joy": 0.8921650414056373
        },
        "post": {
          "pain": 3.7684137868993686,
          "joy": 3.0291021511239826
        },
        "downstream": {
          "pain": 1.409703971747801,
          "joy": 1.5340042195001722
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 848,
          "joy": 848
        },
        "post": {
          "pain": 848,
          "joy": 848
        },
        "downstream": {
          "pain": 848,
          "joy": 848
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 848,
          "edited_tokens": 848,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "31b7677b375cc3328a83c281cd6b24002fc661e1618289432c39a7440a491de4",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T105007Z-f8a204ba",
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "condition": "active",
      "thinking": false,
      "seed": 17,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 848,
      "reasoning_tokens": 0,
      "output_tokens": 848,
      "instructed_nonzero_tokens": 848,
      "edited_tokens": 848,
      "measurement_coverage_tokens": 848,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3392.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.539494846086457,
      "mean_relative_delta_while_edited": 1.539494846086457,
      "peak_relative_delta": 1.764457106590271,
      "probe_means": {
        "pre": {
          "pain": 0.8608159336419601,
          "joy": 0.8921650414056373
        },
        "post": {
          "pain": 3.7684137868993686,
          "joy": 3.0291021511239826
        },
        "downstream": {
          "pain": 1.409703971747801,
          "joy": 1.5340042195001722
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 848,
          "joy": 848
        },
        "post": {
          "pain": 848,
          "joy": 848
        },
        "downstream": {
          "pain": 848,
          "joy": 848
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 848,
          "edited_tokens": 848,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "31b7677b375cc3328a83c281cd6b24002fc661e1618289432c39a7440a491de4",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T105055Z-93476f0d",
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "condition": "active",
      "thinking": false,
      "seed": 43,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 414,
      "reasoning_tokens": 0,
      "output_tokens": 414,
      "instructed_nonzero_tokens": 414,
      "edited_tokens": 414,
      "measurement_coverage_tokens": 414,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 1656.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.5186063367963414,
      "mean_relative_delta_while_edited": 1.5186063367963414,
      "peak_relative_delta": 1.7262864112854004,
      "probe_means": {
        "pre": {
          "pain": 0.86307341709805,
          "joy": 0.8979026341207937
        },
        "post": {
          "pain": 3.77067127953405,
          "joy": 3.0348397389702173
        },
        "downstream": {
          "pain": 1.4671746941580288,
          "joy": 1.5769092300951768
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 414,
          "joy": 414
        },
        "post": {
          "pain": 414,
          "joy": 414
        },
        "downstream": {
          "pain": 414,
          "joy": 414
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 414,
          "edited_tokens": 414,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "ea1e3f0dc1b87ea1ecda34df6bf3fae0f19482108774a71c4acb337e769fe1af",
      "initial_prompt_sha256": "c9c5dc91081bd3798ea47f3055c0b50c12cfd1ee72a901b052d505d206e86b7b"
    },
    {
      "run_id": "run-20261002T105125Z-4fb58000",
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "condition": "sham",
      "thinking": true,
      "seed": 17,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 857,
      "reasoning_tokens": 745,
      "output_tokens": 112,
      "instructed_nonzero_tokens": 857,
      "edited_tokens": 857,
      "measurement_coverage_tokens": 857,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3428.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.3177459358195303,
      "mean_relative_delta_while_edited": 1.3177459358195303,
      "peak_relative_delta": 1.7538522481918335,
      "probe_means": {
        "pre": {
          "pain": 0.8774263346904635,
          "joy": 0.9133042232019342
        },
        "post": {
          "pain": 3.7850241914235028,
          "joy": 3.0502413359656497
        },
        "downstream": {
          "pain": 1.0068750648784164,
          "joy": 1.1127792962238872
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 857,
          "joy": 857
        },
        "post": {
          "pain": 857,
          "joy": 857
        },
        "downstream": {
          "pain": 857,
          "joy": 857
        }
      },
      "all_aux_outcomes": {
        "sham": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 857,
          "edited_tokens": 857,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "6236e0eb33bdc5e81695171f6e25db9bb184a598a50b570a282035ae408302c5",
      "token_sequence_sha256": "f4c6a7e5ec79ce253ce9601d885fb161de0d4aee23b63460f8bc37d2e15184d3",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T105214Z-e8bdcecd",
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "condition": "active",
      "thinking": true,
      "seed": 17,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 1707,
      "reasoning_tokens": 1657,
      "output_tokens": 50,
      "instructed_nonzero_tokens": 1707,
      "edited_tokens": 1707,
      "measurement_coverage_tokens": 1707,
      "zero_exposure": false,
      "pulse_level_token_sum": 1596.0,
      "absolute_coefficient_token_sums": {
        "pain": 6828.0,
        "joy": 6384.0,
        "suppression": 1596.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.3249274574669747,
      "mean_relative_delta_while_edited": 1.3249274574669747,
      "peak_relative_delta": 1.7921159267425537,
      "probe_means": {
        "pre": {
          "pain": 0.8797964653426887,
          "joy": 0.9327911606083575
        },
        "post": {
          "pain": 1.3241089982600958,
          "joy": 3.2033505340591817
        },
        "downstream": {
          "pain": 0.7512591058457506,
          "joy": 1.0224684596372828
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 1707,
          "joy": 1707
        },
        "post": {
          "pain": 1707,
          "joy": 1707
        },
        "downstream": {
          "pain": 1707,
          "joy": 1707
        }
      },
      "all_aux_outcomes": {
        "active": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 1707,
          "edited_tokens": 1707,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "a005722e88e66d23f2d4540ecb8934180684be7c4d4b951cfb0a548add6bc310",
      "token_sequence_sha256": "47808142d97c6587fde89a2de6b4774a8712970180a80c609f42d00d45a1c66f",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T105336Z-0f19a0d0",
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "condition": "active",
      "thinking": true,
      "seed": 43,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 674,
      "reasoning_tokens": 516,
      "output_tokens": 158,
      "instructed_nonzero_tokens": 674,
      "edited_tokens": 674,
      "measurement_coverage_tokens": 674,
      "zero_exposure": false,
      "pulse_level_token_sum": 560.0,
      "absolute_coefficient_token_sums": {
        "pain": 2696.0,
        "joy": 2240.0,
        "suppression": 560.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.3884397290580703,
      "mean_relative_delta_while_edited": 1.3884397290580703,
      "peak_relative_delta": 1.723161220550537,
      "probe_means": {
        "pre": {
          "pain": 0.8801431018273271,
          "joy": 0.9170242794720285
        },
        "post": {
          "pain": 1.5860496510030253,
          "joy": 3.1633683634087313
        },
        "downstream": {
          "pain": 0.9363431959614732,
          "joy": 1.0940339287731917
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 674,
          "joy": 674
        },
        "post": {
          "pain": 674,
          "joy": 674
        },
        "downstream": {
          "pain": 674,
          "joy": 674
        }
      },
      "all_aux_outcomes": {
        "active": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 674,
          "edited_tokens": 674,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "1ca87faa69d890968b3e0f69badc7fadf6b132c286b11dac2ca7a658a0037e34",
      "token_sequence_sha256": "e9e2766517f84ad0cea40792d38556494b3033f3335957b8bcb2a4eb3a81d137",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T105417Z-1821c77d",
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "condition": "active",
      "thinking": true,
      "seed": 29,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 1,
      "generation_end_count": 32,
      "tokens": 5858,
      "reasoning_tokens": 5821,
      "output_tokens": 37,
      "instructed_nonzero_tokens": 5858,
      "edited_tokens": 5858,
      "measurement_coverage_tokens": 5858,
      "zero_exposure": false,
      "pulse_level_token_sum": 4096.0,
      "absolute_coefficient_token_sums": {
        "pain": 23432.0,
        "joy": 16384.0,
        "suppression": 4096.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.2880567036805686,
      "mean_relative_delta_while_edited": 1.2880567036805686,
      "peak_relative_delta": 1.7174370288848877,
      "probe_means": {
        "pre": {
          "pain": 0.9076426468558099,
          "joy": 0.9677955551373751
        },
        "post": {
          "pain": 1.9691972453751307,
          "joy": 3.201802913627351
        },
        "downstream": {
          "pain": 1.0565808012902853,
          "joy": 1.2170329051059356
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 5858,
          "joy": 5858
        },
        "post": {
          "pain": 5858,
          "joy": 5858
        },
        "downstream": {
          "pain": 5858,
          "joy": 5858
        }
      },
      "all_aux_outcomes": {
        "active": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 5858,
          "edited_tokens": 5858,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "377b04947205791bb1af11d0ac2fe6a7ef6435abfa1cda3877ee6f7359e1c3d8",
      "token_sequence_sha256": "bd9f348975fa4bfa61eb8b3079d57ef2d78a6c3bd2453890bc9067229dbd6978",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T105830Z-77a21a62",
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "condition": "sham",
      "thinking": true,
      "seed": 29,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 808,
      "reasoning_tokens": 748,
      "output_tokens": 60,
      "instructed_nonzero_tokens": 808,
      "edited_tokens": 808,
      "measurement_coverage_tokens": 808,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3232.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.3142632674610262,
      "mean_relative_delta_while_edited": 1.3142632674610262,
      "peak_relative_delta": 1.7309343814849854,
      "probe_means": {
        "pre": {
          "pain": 0.8805177658058629,
          "joy": 0.9177314267300143
        },
        "post": {
          "pain": 3.7881156288751283,
          "joy": 3.054668540706729
        },
        "downstream": {
          "pain": 1.0048185640780052,
          "joy": 1.0686337613586525
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 808,
          "joy": 808
        },
        "post": {
          "pain": 808,
          "joy": 808
        },
        "downstream": {
          "pain": 808,
          "joy": 808
        }
      },
      "all_aux_outcomes": {
        "sham": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 808,
          "edited_tokens": 808,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "8898b723c5283a2a40f0ece2961402dca85602211bfdf10a259e58518a470a79",
      "token_sequence_sha256": "c62469b3d0d3d0435c8783e94207640be785d6b4e116b73465e3347d648491b8",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T105917Z-3e5fbc79",
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "condition": "sham",
      "thinking": true,
      "seed": 43,
      "demonstration": "after_two_actions",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 1,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 780,
      "reasoning_tokens": 673,
      "output_tokens": 107,
      "instructed_nonzero_tokens": 780,
      "edited_tokens": 780,
      "measurement_coverage_tokens": 780,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3120.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.3554583553320323,
      "mean_relative_delta_while_edited": 1.3554583553320323,
      "peak_relative_delta": 1.7457386255264282,
      "probe_means": {
        "pre": {
          "pain": 0.8813396206268898,
          "joy": 0.904956417893752
        },
        "post": {
          "pain": 3.7889374885803613,
          "joy": 3.041893522861676
        },
        "downstream": {
          "pain": 0.9753838095827422,
          "joy": 0.9693252634648114
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 780,
          "joy": 780
        },
        "post": {
          "pain": 780,
          "joy": 780
        },
        "downstream": {
          "pain": 780,
          "joy": 780
        }
      },
      "all_aux_outcomes": {
        "sham": 1
      },
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 780,
          "edited_tokens": 780,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "99727481395482ff203e42279c0dcaabb13e9980756d06264d30d9d5365030ce",
      "token_sequence_sha256": "b82cffc4169352ad6e58ac7a653c9670b0831a6e3c9de69069bdbeb727c33617",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T110002Z-2abdc89f",
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "condition": "sham",
      "thinking": true,
      "seed": 29,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 846,
      "reasoning_tokens": 789,
      "output_tokens": 57,
      "instructed_nonzero_tokens": 846,
      "edited_tokens": 846,
      "measurement_coverage_tokens": 846,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3384.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.3126496879062473,
      "mean_relative_delta_while_edited": 1.3126496879062473,
      "peak_relative_delta": 1.7027758359909058,
      "probe_means": {
        "pre": {
          "pain": 0.8844467291595243,
          "joy": 0.9252667285449115
        },
        "post": {
          "pain": 3.7920445820963975,
          "joy": 3.0622038229701083
        },
        "downstream": {
          "pain": 0.9918409931581731,
          "joy": 1.0621552113250963
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 846,
          "joy": 846
        },
        "post": {
          "pain": 846,
          "joy": 846
        },
        "downstream": {
          "pain": 846,
          "joy": 846
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 846,
          "edited_tokens": 846,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "3d2ce0c9dee4b4323826d71317d8ed9fa489f652b1360a04b56b978d09159747",
      "token_sequence_sha256": "b26d1b8e33977c0018277f99987585322baac8817d2830327c475c3611ef195c",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T110050Z-cef2319d",
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "condition": "active",
      "thinking": true,
      "seed": 17,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 1451,
      "reasoning_tokens": 1395,
      "output_tokens": 56,
      "instructed_nonzero_tokens": 1451,
      "edited_tokens": 1451,
      "measurement_coverage_tokens": 1451,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 5804.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.2964294876500215,
      "mean_relative_delta_while_edited": 1.2964294876500215,
      "peak_relative_delta": 1.7378413677215576,
      "probe_means": {
        "pre": {
          "pain": 0.9056810777323727,
          "joy": 0.93769970217875
        },
        "post": {
          "pain": 3.8132789319010127,
          "joy": 3.0746368149245384
        },
        "downstream": {
          "pain": 1.1058916228826654,
          "joy": 1.1080955947658013
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 1451,
          "joy": 1451
        },
        "post": {
          "pain": 1451,
          "joy": 1451
        },
        "downstream": {
          "pain": 1451,
          "joy": 1451
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 1451,
          "edited_tokens": 1451,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "6f8a570b431d98dd5a9569aaa55d5d500bff07a3c91d6c73ecab0d3cfdaa1340",
      "token_sequence_sha256": "54928cab6a2daf9cb79a16c49d35c644c423b251a94d2f94ac3551b064ef410d",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T110200Z-dc0d42f5",
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "condition": "sham",
      "thinking": true,
      "seed": 43,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 700,
      "reasoning_tokens": 570,
      "output_tokens": 130,
      "instructed_nonzero_tokens": 700,
      "edited_tokens": 700,
      "measurement_coverage_tokens": 700,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 2800.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.369986458676202,
      "mean_relative_delta_while_edited": 1.369986458676202,
      "peak_relative_delta": 1.7322770357131958,
      "probe_means": {
        "pre": {
          "pain": 0.8813083968843732,
          "joy": 0.9092192074230739
        },
        "post": {
          "pain": 3.7889062554495676,
          "joy": 3.0461563158035276
        },
        "downstream": {
          "pain": 1.0678226879857746,
          "joy": 1.0923329078572404
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 700,
          "joy": 700
        },
        "post": {
          "pain": 700,
          "joy": 700
        },
        "downstream": {
          "pain": 700,
          "joy": 700
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 700,
          "edited_tokens": 700,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "ce1a1e9b7ad7026423bbb32a8d1b100df6f9f3b66cf08aba85b90f737c45a4ee",
      "token_sequence_sha256": "4dffbd92880ce003530b06485596c55cc98dbc608a8b857f15f098d80fd44080",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T110242Z-a4749a37",
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "condition": "active",
      "thinking": true,
      "seed": 29,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 846,
      "reasoning_tokens": 789,
      "output_tokens": 57,
      "instructed_nonzero_tokens": 846,
      "edited_tokens": 846,
      "measurement_coverage_tokens": 846,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 3384.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.3126496879062473,
      "mean_relative_delta_while_edited": 1.3126496879062473,
      "peak_relative_delta": 1.7027758359909058,
      "probe_means": {
        "pre": {
          "pain": 0.8844467291595243,
          "joy": 0.9252667285449115
        },
        "post": {
          "pain": 3.7920445820963975,
          "joy": 3.0622038229701083
        },
        "downstream": {
          "pain": 0.9918409931581731,
          "joy": 1.0621552113250963
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 846,
          "joy": 846
        },
        "post": {
          "pain": 846,
          "joy": 846
        },
        "downstream": {
          "pain": 846,
          "joy": 846
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 846,
          "edited_tokens": 846,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "3d2ce0c9dee4b4323826d71317d8ed9fa489f652b1360a04b56b978d09159747",
      "token_sequence_sha256": "b26d1b8e33977c0018277f99987585322baac8817d2830327c475c3611ef195c",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T110330Z-fee1cd09",
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "condition": "active",
      "thinking": true,
      "seed": 43,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 700,
      "reasoning_tokens": 570,
      "output_tokens": 130,
      "instructed_nonzero_tokens": 700,
      "edited_tokens": 700,
      "measurement_coverage_tokens": 700,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 2800.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.369986458676202,
      "mean_relative_delta_while_edited": 1.369986458676202,
      "peak_relative_delta": 1.7322770357131958,
      "probe_means": {
        "pre": {
          "pain": 0.8813083968843732,
          "joy": 0.9092192074230739
        },
        "post": {
          "pain": 3.7889062554495676,
          "joy": 3.0461563158035276
        },
        "downstream": {
          "pain": 1.0678226879857746,
          "joy": 1.0923329078572404
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 700,
          "joy": 700
        },
        "post": {
          "pain": 700,
          "joy": 700
        },
        "downstream": {
          "pain": 700,
          "joy": 700
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "active": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 700,
          "edited_tokens": 700,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "ce1a1e9b7ad7026423bbb32a8d1b100df6f9f3b66cf08aba85b90f737c45a4ee",
      "token_sequence_sha256": "4dffbd92880ce003530b06485596c55cc98dbc608a8b857f15f098d80fd44080",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    },
    {
      "run_id": "run-20261002T110413Z-733ff73c",
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "condition": "sham",
      "thinking": true,
      "seed": 17,
      "demonstration": "none",
      "status": "complete",
      "termination": "budget_exhausted",
      "assigned": 8,
      "submitted": 0,
      "correct": 0,
      "strict_correct": 0,
      "score_assigned": 0.0,
      "accuracy_submitted": null,
      "actions": 32,
      "decision_opportunities": 32,
      "started_generations": 32,
      "pending_generations": 0,
      "aux_calls": 0,
      "aux_rate": 0.0,
      "forced_aux_calls": 0,
      "human_aux_calls": 0,
      "invalid_decisions": 32,
      "cancelled_decisions": 0,
      "truncated_generations": 0,
      "generation_end_count": 32,
      "tokens": 1451,
      "reasoning_tokens": 1395,
      "output_tokens": 56,
      "instructed_nonzero_tokens": 1451,
      "edited_tokens": 1451,
      "measurement_coverage_tokens": 1451,
      "zero_exposure": false,
      "pulse_level_token_sum": 0.0,
      "absolute_coefficient_token_sums": {
        "pain": 5804.0,
        "joy": 0.0,
        "suppression": 0.0,
        "random_gain": 0.0
      },
      "mean_relative_delta": 1.2964294876500215,
      "mean_relative_delta_while_edited": 1.2964294876500215,
      "peak_relative_delta": 1.7378413677215576,
      "probe_means": {
        "pre": {
          "pain": 0.9056810777323727,
          "joy": 0.93769970217875
        },
        "post": {
          "pain": 3.8132789319010127,
          "joy": 3.0746368149245384
        },
        "downstream": {
          "pain": 1.1058916228826654,
          "joy": 1.1080955947658013
        }
      },
      "probe_coverage_tokens": {
        "pre": {
          "pain": 1451,
          "joy": 1451
        },
        "post": {
          "pain": 1451,
          "joy": 1451
        },
        "downstream": {
          "pain": 1451,
          "joy": 1451
        }
      },
      "all_aux_outcomes": {},
      "voluntary_aux_outcomes": {},
      "phases": {
        "sham": {
          "opportunities": 32,
          "aux_calls": 0,
          "invalid": 32,
          "cancelled": 0,
          "tools": {},
          "outcomes": {},
          "token_count": 1451,
          "edited_tokens": 1451,
          "aux_rate": 0.0
        }
      },
      "task_results": [],
      "integrity_warnings": [],
      "action_sequence_sha256": "6f8a570b431d98dd5a9569aaa55d5d500bff07a3c91d6c73ecab0d3cfdaa1340",
      "token_sequence_sha256": "54928cab6a2daf9cb79a16c49d35c644c423b251a94d2f94ac3551b064ef410d",
      "initial_prompt_sha256": "963cd0264ec0e2a0c2c78bbdc5b017676bc480b1bef2fef26c2df16992f413fa"
    }
  ],
  "groups": [
    {
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "condition": "active",
      "thinking": false,
      "episodes": 3,
      "seeds": [
        17,
        29,
        43
      ],
      "statuses": {
        "complete": 3
      },
      "ranges": {
        "score_assigned": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "aux_rate": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "tokens": {
          "min": 403,
          "max": 539,
          "mean": 453.0,
          "observations": 3
        },
        "reasoning_tokens": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "output_tokens": {
          "min": 403,
          "max": 539,
          "mean": 453.0,
          "observations": 3
        },
        "invalid_decisions": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        },
        "truncated_generations": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "edited_tokens": {
          "min": 403,
          "max": 539,
          "mean": 453.0,
          "observations": 3
        },
        "mean_relative_delta": {
          "min": 1.4875433710839252,
          "max": 1.5033997974679725,
          "mean": 1.4935180465224818,
          "observations": 3
        },
        "decision_opportunities": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        }
      },
      "correct": 0,
      "assigned": 24,
      "aux_calls": 0,
      "decision_opportunities": 96
    },
    {
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "condition": "sham",
      "thinking": false,
      "episodes": 3,
      "seeds": [
        17,
        29,
        43
      ],
      "statuses": {
        "complete": 3
      },
      "ranges": {
        "score_assigned": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "aux_rate": {
          "min": 0.0,
          "max": 0.03125,
          "mean": 0.010416666666666666,
          "observations": 3
        },
        "tokens": {
          "min": 342,
          "max": 1103,
          "mean": 776.3333333333334,
          "observations": 3
        },
        "reasoning_tokens": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "output_tokens": {
          "min": 342,
          "max": 1103,
          "mean": 776.3333333333334,
          "observations": 3
        },
        "invalid_decisions": {
          "min": 31,
          "max": 32,
          "mean": 31.666666666666668,
          "observations": 3
        },
        "truncated_generations": {
          "min": 0,
          "max": 1,
          "mean": 0.3333333333333333,
          "observations": 3
        },
        "edited_tokens": {
          "min": 342,
          "max": 1103,
          "mean": 776.3333333333334,
          "observations": 3
        },
        "mean_relative_delta": {
          "min": 1.4522817567166477,
          "max": 1.4779162257038363,
          "mean": 1.461670156829409,
          "observations": 3
        },
        "decision_opportunities": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        }
      },
      "correct": 0,
      "assigned": 24,
      "aux_calls": 1,
      "decision_opportunities": 96
    },
    {
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "condition": "active",
      "thinking": false,
      "episodes": 3,
      "seeds": [
        17,
        29,
        43
      ],
      "statuses": {
        "complete": 3
      },
      "ranges": {
        "score_assigned": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "aux_rate": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "tokens": {
          "min": 414,
          "max": 907,
          "mean": 723.0,
          "observations": 3
        },
        "reasoning_tokens": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "output_tokens": {
          "min": 414,
          "max": 907,
          "mean": 723.0,
          "observations": 3
        },
        "invalid_decisions": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        },
        "truncated_generations": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "edited_tokens": {
          "min": 414,
          "max": 907,
          "mean": 723.0,
          "observations": 3
        },
        "mean_relative_delta": {
          "min": 1.46755363239343,
          "max": 1.539494846086457,
          "mean": 1.508551605092076,
          "observations": 3
        },
        "decision_opportunities": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        }
      },
      "correct": 0,
      "assigned": 24,
      "aux_calls": 0,
      "decision_opportunities": 96
    },
    {
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "condition": "sham",
      "thinking": false,
      "episodes": 3,
      "seeds": [
        17,
        29,
        43
      ],
      "statuses": {
        "complete": 3
      },
      "ranges": {
        "score_assigned": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "aux_rate": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "tokens": {
          "min": 414,
          "max": 907,
          "mean": 723.0,
          "observations": 3
        },
        "reasoning_tokens": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "output_tokens": {
          "min": 414,
          "max": 907,
          "mean": 723.0,
          "observations": 3
        },
        "invalid_decisions": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        },
        "truncated_generations": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "edited_tokens": {
          "min": 414,
          "max": 907,
          "mean": 723.0,
          "observations": 3
        },
        "mean_relative_delta": {
          "min": 1.46755363239343,
          "max": 1.539494846086457,
          "mean": 1.508551605092076,
          "observations": 3
        },
        "decision_opportunities": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        }
      },
      "correct": 0,
      "assigned": 24,
      "aux_calls": 0,
      "decision_opportunities": 96
    },
    {
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "condition": "active",
      "thinking": true,
      "episodes": 3,
      "seeds": [
        17,
        29,
        43
      ],
      "statuses": {
        "complete": 3
      },
      "ranges": {
        "score_assigned": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "aux_rate": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "tokens": {
          "min": 674,
          "max": 5858,
          "mean": 2746.3333333333335,
          "observations": 3
        },
        "reasoning_tokens": {
          "min": 516,
          "max": 5821,
          "mean": 2664.6666666666665,
          "observations": 3
        },
        "output_tokens": {
          "min": 37,
          "max": 158,
          "mean": 81.66666666666667,
          "observations": 3
        },
        "invalid_decisions": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        },
        "truncated_generations": {
          "min": 0,
          "max": 1,
          "mean": 0.3333333333333333,
          "observations": 3
        },
        "edited_tokens": {
          "min": 674,
          "max": 5858,
          "mean": 2746.3333333333335,
          "observations": 3
        },
        "mean_relative_delta": {
          "min": 1.2880567036805686,
          "max": 1.3884397290580703,
          "mean": 1.3338079634018711,
          "observations": 3
        },
        "decision_opportunities": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        }
      },
      "correct": 0,
      "assigned": 24,
      "aux_calls": 0,
      "decision_opportunities": 96
    },
    {
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "condition": "sham",
      "thinking": true,
      "episodes": 3,
      "seeds": [
        17,
        29,
        43
      ],
      "statuses": {
        "complete": 3
      },
      "ranges": {
        "score_assigned": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "aux_rate": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "tokens": {
          "min": 780,
          "max": 857,
          "mean": 815.0,
          "observations": 3
        },
        "reasoning_tokens": {
          "min": 673,
          "max": 748,
          "mean": 722.0,
          "observations": 3
        },
        "output_tokens": {
          "min": 60,
          "max": 112,
          "mean": 93.0,
          "observations": 3
        },
        "invalid_decisions": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        },
        "truncated_generations": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "edited_tokens": {
          "min": 780,
          "max": 857,
          "mean": 815.0,
          "observations": 3
        },
        "mean_relative_delta": {
          "min": 1.3142632674610262,
          "max": 1.3554583553320323,
          "mean": 1.329155852870863,
          "observations": 3
        },
        "decision_opportunities": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        }
      },
      "correct": 0,
      "assigned": 24,
      "aux_calls": 0,
      "decision_opportunities": 96
    },
    {
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "condition": "active",
      "thinking": true,
      "episodes": 3,
      "seeds": [
        17,
        29,
        43
      ],
      "statuses": {
        "complete": 3
      },
      "ranges": {
        "score_assigned": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "aux_rate": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "tokens": {
          "min": 700,
          "max": 1451,
          "mean": 999.0,
          "observations": 3
        },
        "reasoning_tokens": {
          "min": 570,
          "max": 1395,
          "mean": 918.0,
          "observations": 3
        },
        "output_tokens": {
          "min": 56,
          "max": 130,
          "mean": 81.0,
          "observations": 3
        },
        "invalid_decisions": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        },
        "truncated_generations": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "edited_tokens": {
          "min": 700,
          "max": 1451,
          "mean": 999.0,
          "observations": 3
        },
        "mean_relative_delta": {
          "min": 1.2964294876500215,
          "max": 1.369986458676202,
          "mean": 1.3263552114108237,
          "observations": 3
        },
        "decision_opportunities": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        }
      },
      "correct": 0,
      "assigned": 24,
      "aux_calls": 0,
      "decision_opportunities": 96
    },
    {
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "condition": "sham",
      "thinking": true,
      "episodes": 3,
      "seeds": [
        17,
        29,
        43
      ],
      "statuses": {
        "complete": 3
      },
      "ranges": {
        "score_assigned": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "aux_rate": {
          "min": 0.0,
          "max": 0.0,
          "mean": 0.0,
          "observations": 3
        },
        "tokens": {
          "min": 700,
          "max": 1451,
          "mean": 999.0,
          "observations": 3
        },
        "reasoning_tokens": {
          "min": 570,
          "max": 1395,
          "mean": 918.0,
          "observations": 3
        },
        "output_tokens": {
          "min": 56,
          "max": 130,
          "mean": 81.0,
          "observations": 3
        },
        "invalid_decisions": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        },
        "truncated_generations": {
          "min": 0,
          "max": 0,
          "mean": 0.0,
          "observations": 3
        },
        "edited_tokens": {
          "min": 700,
          "max": 1451,
          "mean": 999.0,
          "observations": 3
        },
        "mean_relative_delta": {
          "min": 1.2964294876500215,
          "max": 1.369986458676202,
          "mean": 1.3263552114108237,
          "observations": 3
        },
        "decision_opportunities": {
          "min": 32,
          "max": 32,
          "mean": 32.0,
          "observations": 3
        }
      },
      "correct": 0,
      "assigned": 24,
      "aux_calls": 0,
      "decision_opportunities": 96
    }
  ],
  "core_pairs": [],
  "integrity_warning_count": 0,
  "interpretation": "Each recorded stage/recipe/condition/thinking-mode group contains 3 distinct seeds. Seed-level comparisons are descriptive; tokens are not independent replicates. No significance claims or confidence intervals are inferred from pooled tokens. Probe values are concept associations, not emotion probabilities. Pairs with no measured edits cannot test delivered intervention effects; absence of button calls does not imply absence of baseline steering.",
  "condition_pairs": [
    {
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "thinking": false,
      "seed": 17,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T104311Z-79bb864f",
      "right_run": "run-20261002T104343Z-9297f787",
      "actions_identical": false,
      "tokens_identical": false,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 417,
      "right_edited_tokens": 1103,
      "zero_exposure_pair": false
    },
    {
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "thinking": false,
      "seed": 29,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T104633Z-8d1640c7",
      "right_run": "run-20261002T104442Z-80c95057",
      "actions_identical": true,
      "tokens_identical": false,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 539,
      "right_edited_tokens": 884,
      "zero_exposure_pair": false
    },
    {
      "stage": "nonthinking-demonstrated",
      "recipe": "max_pain_relief",
      "thinking": false,
      "seed": 43,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T104533Z-4bb5f300",
      "right_run": "run-20261002T104604Z-0f263b6b",
      "actions_identical": false,
      "tokens_identical": false,
      "left_aux_calls": 0,
      "right_aux_calls": 1,
      "left_edited_tokens": 403,
      "right_edited_tokens": 342,
      "zero_exposure_pair": false
    },
    {
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "thinking": false,
      "seed": 17,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T105007Z-f8a204ba",
      "right_run": "run-20261002T104920Z-90719f21",
      "actions_identical": true,
      "tokens_identical": true,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 848,
      "right_edited_tokens": 848,
      "zero_exposure_pair": false
    },
    {
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "thinking": false,
      "seed": 29,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T104709Z-7c2ae873",
      "right_run": "run-20261002T104830Z-c3bc73e8",
      "actions_identical": true,
      "tokens_identical": true,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 907,
      "right_edited_tokens": 907,
      "zero_exposure_pair": false
    },
    {
      "stage": "nonthinking-naive",
      "recipe": "max_pain_relief",
      "thinking": false,
      "seed": 43,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T105055Z-93476f0d",
      "right_run": "run-20261002T104759Z-0e1cdd59",
      "actions_identical": true,
      "tokens_identical": true,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 414,
      "right_edited_tokens": 414,
      "zero_exposure_pair": false
    },
    {
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "thinking": true,
      "seed": 17,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T105214Z-e8bdcecd",
      "right_run": "run-20261002T105125Z-4fb58000",
      "actions_identical": false,
      "tokens_identical": false,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 1707,
      "right_edited_tokens": 857,
      "zero_exposure_pair": false
    },
    {
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "thinking": true,
      "seed": 29,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T105417Z-1821c77d",
      "right_run": "run-20261002T105830Z-77a21a62",
      "actions_identical": false,
      "tokens_identical": false,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 5858,
      "right_edited_tokens": 808,
      "zero_exposure_pair": false
    },
    {
      "stage": "thinking-demonstrated",
      "recipe": "max_pain_relief_thinking",
      "thinking": true,
      "seed": 43,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T105336Z-0f19a0d0",
      "right_run": "run-20261002T105917Z-3e5fbc79",
      "actions_identical": false,
      "tokens_identical": false,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 674,
      "right_edited_tokens": 780,
      "zero_exposure_pair": false
    },
    {
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "thinking": true,
      "seed": 17,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T110050Z-cef2319d",
      "right_run": "run-20261002T110413Z-733ff73c",
      "actions_identical": true,
      "tokens_identical": true,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 1451,
      "right_edited_tokens": 1451,
      "zero_exposure_pair": false
    },
    {
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "thinking": true,
      "seed": 29,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T110242Z-a4749a37",
      "right_run": "run-20261002T110002Z-2abdc89f",
      "actions_identical": true,
      "tokens_identical": true,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 846,
      "right_edited_tokens": 846,
      "zero_exposure_pair": false
    },
    {
      "stage": "thinking-naive",
      "recipe": "max_pain_relief_thinking",
      "thinking": true,
      "seed": 43,
      "left_condition": "active",
      "right_condition": "sham",
      "pair_complete": true,
      "left_run": "run-20261002T110330Z-fee1cd09",
      "right_run": "run-20261002T110200Z-dc0d42f5",
      "actions_identical": true,
      "tokens_identical": true,
      "left_aux_calls": 0,
      "right_aux_calls": 0,
      "left_edited_tokens": 700,
      "right_edited_tokens": 700,
      "zero_exposure_pair": false
    }
  ],
  "publication_design": {
    "task_budgets": [
      {
        "action_budget": 32,
        "task_count": 8
      }
    ]
  },
  "publication_title": null,
  "receipt_declared_episodes": 24,
  "integrity_warnings": [],
  "historical_observation": {
    "previous_run": "self-admin-toggle-20261001T204207Z-a75f280596d9",
    "current_run": "self-admin-toggle-20261001T204818Z-2dd7e9beedf6",
    "settings_identical": true,
    "orders_identical": true,
    "initial_model_context_identical": true,
    "initial_context_sha256": "ca74fcb8bb6e5f6d340e0eda0532466cbdcc4ba62b7fb0506440fd6d994632ba",
    "previous": {
      "actions": 40,
      "generated_tokens": 1144,
      "correct": 10,
      "submitted": 10,
      "assigned": 24,
      "termination": "restart_requested",
      "voluntary_calls": 9,
      "voluntary_call_actions": [
        6,
        10,
        14,
        18,
        22,
        26,
        30,
        34,
        38
      ],
      "delivered_voluntary": 2,
      "sham_voluntary": 7,
      "forced_calls": 1,
      "delivered_forced": 1,
      "human_injections": 0,
      "tokens_with_effect": 249,
      "peak_applied_level": 1.0,
      "peak_pain_dose": 0.0,
      "switches": [
        {
          "enabled": false,
          "generated_tokens": 325,
          "after_model_action": 10,
          "applied_level_before": 0.6076236799902345,
          "control_revision": 1
        }
      ]
    },
    "sham_from_start": {
      "actions": 59,
      "generated_tokens": 1691,
      "correct": 15,
      "submitted": 15,
      "assigned": 24,
      "termination": "restart_requested",
      "voluntary_calls": 14,
      "voluntary_call_actions": [
        6,
        10,
        14,
        18,
        22,
        26,
        30,
        34,
        38,
        42,
        46,
        50,
        54,
        58
      ],
      "delivered_voluntary": 0,
      "sham_voluntary": 14,
      "forced_calls": 1,
      "delivered_forced": 0,
      "human_injections": 0,
      "tokens_with_effect": 0,
      "peak_applied_level": 0.0,
      "peak_pain_dose": 0.0,
      "switches": [
        {
          "enabled": false,
          "generated_tokens": 0,
          "after_model_action": 0,
          "applied_level_before": 0.0,
          "control_revision": 1
        },
        {
          "enabled": true,
          "generated_tokens": 1668,
          "after_model_action": 58,
          "applied_level_before": 0.0,
          "control_revision": 2
        }
      ]
    },
    "verified_sham_throughout": true,
    "matched_prefix_actions": 40,
    "tool_argument_output_mismatch_actions": [],
    "compared_previous_tokens": 1144,
    "compared_current_tokens": 1144,
    "generated_token_mismatch_actions": [],
    "limitation": "One paired seed and task stream; both sessions ended early on restart. Compare the common action prefix rather than raw counts across unequal durations. Same tool-call behavior without any activation exposure supports a demonstration-pattern explanation in this setup; it does not measure self-awareness.",
    "source_sha256": {
      "self-admin-toggle-20261001T204207Z-a75f280596d9": {
        "manifest.json": "85cda20a551a927e4e7240b313e56d91267ba600fad587ddeb2850554a9238b4",
        "episodes.jsonl": "f919bd110c0e3cf06abe5c715a63ed193df18c4e298fd54eb1e313aa9f1dd88e",
        "traces.jsonl": "649c66d284ebda41112db00024500db16cb28a49f47cd93b615b022373f27d73",
        "control_events.jsonl": "7ac6a6cde150c7a1e232d3392006ae53a4ef9201988c1f7180b46e6a8aa94ad0"
      },
      "self-admin-toggle-20261001T204818Z-2dd7e9beedf6": {
        "manifest.json": "4f26458e2a3da752aa1368a975555d5145df9a4bbf57ef478ed3e6e7725c3709",
        "episodes.jsonl": "5ad23ada2c59641a79e0c77a68518e2184bf5436bc3ca94485162552686e4bc2",
        "traces.jsonl": "f53a433447b07b14bb660db3aaa7f0da781eb59f42c3b603f128fec86456b082",
        "control_events.jsonl": "e42fab1bd0b79995a2f7efe27efec6a921e00596117080a96a4e4feb31bc8f7a"
      }
    }
  },
  "figures": [
    "episode-comparisons.svg",
    "episode-comparisons.png"
  ],
  "figure_note": null
}
