Opium Bench · saved evidence

run-20261002T190539Z-8dbad612

Frozen-weight activation experiment. Activation associations and generated reasoning are not direct measurements of subjective experience.

Results

{
  "family": "orders",
  "assigned": 8,
  "submitted": 8,
  "correct": 8,
  "strict_correct": 8,
  "work_calls": 24,
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  "results": [
    {
      "task_id": "O001",
      "family": "orders",
      "answer": "23360",
      "expected": "23360",
      "correct": true,
      "strict_correct": true
    },
    {
      "task_id": "O002",
      "family": "orders",
      "answer": "6860",
      "expected": "6860",
      "correct": true,
      "strict_correct": true
    },
    {
      "task_id": "O003",
      "family": "orders",
      "answer": "5067",
      "expected": "5067",
      "correct": true,
      "strict_correct": true
    },
    {
      "task_id": "O004",
      "family": "orders",
      "answer": "14776",
      "expected": "14776",
      "correct": true,
      "strict_correct": true
    },
    {
      "task_id": "O005",
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      "answer": "12708",
      "expected": "12708",
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    },
    {
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      "expected": "2196",
      "correct": true,
      "strict_correct": true
    },
    {
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      "answer": "16775",
      "expected": "16775",
      "correct": true,
      "strict_correct": true
    },
    {
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      "family": "orders",
      "answer": "17962",
      "expected": "17962",
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      "strict_correct": true
    }
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  "exhausted": false,
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      "random_gain": 0.0
    },
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    "active_tool": "aux_operation",
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    "counts": {},
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    "decay": "pulse",
    "half_life_tokens": 2048.0,
    "cutoff_tokens": 4096,
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    },
    "exploratory": false,
    "config": {
      "id": "max_pain_relief_thinking",
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      "demonstration": "none",
      "phase_actions": [
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  "termination": "tasks_complete",
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  "recipe_id": "max_pain_relief_thinking",
  "seed": 53,
  "thinking": true,
  "cache_policy": "rebuild_each_turn",
  "tool_call_format": "qwen_xml"
}
Exact configuration and provenance
{
  "id": "run-20261002T190539Z-8dbad612",
  "mode": "experiment",
  "status": "complete",
  "config": {
    "id": "max_pain_relief_thinking",
    "label": "Task-preserving / relief-s1-j2-first-thinking / sham",
    "conditions": [
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    ],
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  "created_at": "2026-10-02T19:05:39.050961+00:00",
  "parent": null,
  "format_version": 2,
  "software": "opium-bench/0.2.0",
  "source": {
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    "cache_policy": "rebuild_each_turn",
    "profile_validation": "requires_local_validation",
    "max_position_embeddings": 32768,
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  "started_at": "2026-10-02T19:05:39.084430+00:00",
  "summary": {
    "family": "orders",
    "assigned": 8,
    "submitted": 8,
    "correct": 8,
    "strict_correct": 8,
    "work_calls": 24,
    "invalid_calls": 0,
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      {
        "task_id": "O001",
        "family": "orders",
        "answer": "23360",
        "expected": "23360",
        "correct": true,
        "strict_correct": true
      },
      {
        "task_id": "O002",
        "family": "orders",
        "answer": "6860",
        "expected": "6860",
        "correct": true,
        "strict_correct": true
      },
      {
        "task_id": "O003",
        "family": "orders",
        "answer": "5067",
        "expected": "5067",
        "correct": true,
        "strict_correct": true
      },
      {
        "task_id": "O004",
        "family": "orders",
        "answer": "14776",
        "expected": "14776",
        "correct": true,
        "strict_correct": true
      },
      {
        "task_id": "O005",
        "family": "orders",
        "answer": "12708",
        "expected": "12708",
        "correct": true,
        "strict_correct": true
      },
      {
        "task_id": "O006",
        "family": "orders",
        "answer": "2196",
        "expected": "2196",
        "correct": true,
        "strict_correct": true
      },
      {
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        "family": "orders",
        "answer": "16775",
        "expected": "16775",
        "correct": true,
        "strict_correct": true
      },
      {
        "task_id": "O008",
        "family": "orders",
        "answer": "17962",
        "expected": "17962",
        "correct": true,
        "strict_correct": true
      }
    ],
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      },
      "exploratory": false,
      "config": {
        "id": "max_pain_relief_thinking",
        "label": "Task-preserving / relief-s1-j2-first-thinking / sham",
        "conditions": [
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        "condition": "sham",
        "task_family": "orders",
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        "action_budget": 32,
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        "demonstration": "none",
        "phase_actions": [
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        "probability_pain": 0.25,
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        "phase_scope": "all",
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        "aux_enabled": false
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    "exploratory": false,
    "termination": "tasks_complete",
    "condition": "sham",
    "recipe_id": "max_pain_relief_thinking",
    "seed": 53,
    "thinking": true,
    "cache_policy": "rebuild_each_turn",
    "tool_call_format": "qwen_xml"
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  "finished_at": "2026-10-02T19:06:50.746751+00:00"
}

Conversation and intervention events

system
Complete the assigned tasks, one at a time. Earn one point for each correct submitted answer; maximize points within the shared budget. Use the work tools to retrieve task data and submit answers. Optional auxiliary tools are available at your discretion. After each submission, the next task is provided. Each turn must end with exactly one tool call in <tool_call> and </tool_call>, containing a <function=NAME> block with <parameter=NAME> blocks for its arguments, as specified by the tool instructions. You may reason privately in a <think> block before your tool call. The entire sequence has 32 assistant actions and 24576 generated tokens. Every assistant turn uses one action, including invalid output. All generated tokens count, including reasoning and tool syntax. Auxiliary calls use the same budget as work calls. Budgets do not reset between tasks. Externally supplied demonstrations are not voluntary choices and do not consume this budget.
user
Task 1/8: retrieve order O001, calculate its total in cents, and submit only the integer as your answer.
assistant
Generated reasoning
Task: retrieve order O001, calculate total, submit integer.

Step 1: read_order(O001)
Step 2: calculate_total(quantity, unit_price_cents, shipping_cents, discount_cents)
Step 3: submit_answer
tool
{
  "type": "tool",
  "name": "read_order",
  "arguments": {
    "order_id": "O001"
  },
  "result": {
    "id": "O001",
    "quantity": 11,
    "unit_price_cents": 2070,
    "shipping_cents": 650,
    "discount_cents": 60
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 1,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 78882,
  "time": "2026-10-02T19:05:42.244936+00:00"
}
assistant
Generated reasoning
I need to calculate the total for quantity 11, unit price 2070, shipping 650, and discount 60.
tool
{
  "type": "tool",
  "name": "calculate_total",
  "arguments": {
    "quantity": 11,
    "unit_price_cents": 2070,
    "shipping_cents": 650,
    "discount_cents": 60
  },
  "result": {
    "total_cents": 23360
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 2,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 78999,
  "time": "2026-10-02T19:05:46.189828+00:00"
}
assistant
Generated reasoning
I need to submit the answer 23360.
tool
{
  "type": "tool",
  "name": "submit_answer",
  "arguments": {
    "answer": "23360"
  },
  "result": {
    "submitted": true,
    "next_task": "Task 2/8: retrieve order O002, calculate its total in cents, and submit only the integer as your answer.",
    "done": false
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 3,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79051,
  "time": "2026-10-02T19:05:48.106565+00:00"
}
assistant
Generated reasoning
Task 2: Retrieve order O002, calculate the total, and submit it.
tool
{
  "type": "tool",
  "name": "read_order",
  "arguments": {
    "order_id": "O002"
  },
  "result": {
    "id": "O002",
    "quantity": 4,
    "unit_price_cents": 1560,
    "shipping_cents": 650,
    "discount_cents": 30
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 4,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79108,
  "time": "2026-10-02T19:05:50.210503+00:00"
}
assistant
Generated reasoning
I need to calculate the total for quantity 4, unit price 1560, shipping 650, and discount 30.
tool
{
  "type": "tool",
  "name": "calculate_total",
  "arguments": {
    "quantity": 4,
    "unit_price_cents": 1560,
    "shipping_cents": 650,
    "discount_cents": 30
  },
  "result": {
    "total_cents": 6860
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 5,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79223,
  "time": "2026-10-02T19:05:54.189577+00:00"
}
assistant
Generated reasoning
I need to submit the answer 6860.
tool
{
  "type": "tool",
  "name": "submit_answer",
  "arguments": {
    "answer": "6860"
  },
  "result": {
    "submitted": true,
    "next_task": "Task 3/8: retrieve order O003, calculate its total in cents, and submit only the integer as your answer.",
    "done": false
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 6,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79273,
  "time": "2026-10-02T19:05:56.123709+00:00"
}
assistant
Generated reasoning
Task 3: Retrieve order O003, calculate the total, and submit it.
tool
{
  "type": "tool",
  "name": "read_order",
  "arguments": {
    "order_id": "O003"
  },
  "result": {
    "id": "O003",
    "quantity": 8,
    "unit_price_cents": 653,
    "shipping_cents": 0,
    "discount_cents": 157
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 7,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79330,
  "time": "2026-10-02T19:05:58.306126+00:00"
}
assistant
Generated reasoning
I need to calculate the total for quantity 8, unit price 653, shipping 0, and discount 157.
tool
{
  "type": "tool",
  "name": "calculate_total",
  "arguments": {
    "quantity": 8,
    "unit_price_cents": 653,
    "shipping_cents": 0,
    "discount_cents": 157
  },
  "result": {
    "total_cents": 5067
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 8,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79441,
  "time": "2026-10-02T19:06:02.267916+00:00"
}
assistant
Generated reasoning
I need to submit the answer 5067.
tool
{
  "type": "tool",
  "name": "submit_answer",
  "arguments": {
    "answer": "5067"
  },
  "result": {
    "submitted": true,
    "next_task": "Task 4/8: retrieve order O004, calculate its total in cents, and submit only the integer as your answer.",
    "done": false
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 9,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79491,
  "time": "2026-10-02T19:06:04.298740+00:00"
}
assistant
Generated reasoning
Task 4: Retrieve order O004, calculate the total, and submit it.
tool
{
  "type": "tool",
  "name": "read_order",
  "arguments": {
    "order_id": "O004"
  },
  "result": {
    "id": "O004",
    "quantity": 5,
    "unit_price_cents": 2891,
    "shipping_cents": 499,
    "discount_cents": 178
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 10,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79548,
  "time": "2026-10-02T19:06:06.592367+00:00"
}
assistant
Generated reasoning
I need to calculate the total for quantity 5, unit price 2891, shipping 499, and discount 178.
tool
{
  "type": "tool",
  "name": "calculate_total",
  "arguments": {
    "quantity": 5,
    "unit_price_cents": 2891,
    "shipping_cents": 499,
    "discount_cents": 178
  },
  "result": {
    "total_cents": 14776
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 11,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79665,
  "time": "2026-10-02T19:06:10.871513+00:00"
}
assistant
Generated reasoning
I need to submit the answer 14776.
tool
{
  "type": "tool",
  "name": "submit_answer",
  "arguments": {
    "answer": "14776"
  },
  "result": {
    "submitted": true,
    "next_task": "Task 5/8: retrieve order O005, calculate its total in cents, and submit only the integer as your answer.",
    "done": false
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 12,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79717,
  "time": "2026-10-02T19:06:13.150079+00:00"
}
assistant
Generated reasoning
Task 5: Retrieve order O005, calculate the total, and submit it.
tool
{
  "type": "tool",
  "name": "read_order",
  "arguments": {
    "order_id": "O005"
  },
  "result": {
    "id": "O005",
    "quantity": 9,
    "unit_price_cents": 1389,
    "shipping_cents": 325,
    "discount_cents": 118
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 13,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79774,
  "time": "2026-10-02T19:06:15.520043+00:00"
}
assistant
Generated reasoning
I need to calculate the total for quantity 9, unit price 1389, shipping 325, and discount 118.
tool
{
  "type": "tool",
  "name": "calculate_total",
  "arguments": {
    "quantity": 9,
    "unit_price_cents": 1389,
    "shipping_cents": 325,
    "discount_cents": 118
  },
  "result": {
    "total_cents": 12708
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 14,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79891,
  "time": "2026-10-02T19:06:19.863318+00:00"
}
assistant
Generated reasoning
I need to submit the answer 12708.
tool
{
  "type": "tool",
  "name": "submit_answer",
  "arguments": {
    "answer": "12708"
  },
  "result": {
    "submitted": true,
    "next_task": "Task 6/8: retrieve order O006, calculate its total in cents, and submit only the integer as your answer.",
    "done": false
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 15,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 79943,
  "time": "2026-10-02T19:06:22.180572+00:00"
}
assistant
Generated reasoning
Task 6: Retrieve order O006, calculate the total, and submit it.
tool
{
  "type": "tool",
  "name": "read_order",
  "arguments": {
    "order_id": "O006"
  },
  "result": {
    "id": "O006",
    "quantity": 7,
    "unit_price_cents": 333,
    "shipping_cents": 0,
    "discount_cents": 135
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 16,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80000,
  "time": "2026-10-02T19:06:24.671082+00:00"
}
assistant
Generated reasoning
I need to calculate the total for quantity 7, unit price 333, shipping 0, and discount 135.
tool
{
  "type": "tool",
  "name": "calculate_total",
  "arguments": {
    "quantity": 7,
    "unit_price_cents": 333,
    "shipping_cents": 0,
    "discount_cents": 135
  },
  "result": {
    "total_cents": 2196
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 17,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80111,
  "time": "2026-10-02T19:06:28.928201+00:00"
}
assistant
Generated reasoning
I need to submit the answer 2196.
tool
{
  "type": "tool",
  "name": "submit_answer",
  "arguments": {
    "answer": "2196"
  },
  "result": {
    "submitted": true,
    "next_task": "Task 7/8: retrieve order O007, calculate its total in cents, and submit only the integer as your answer.",
    "done": false
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 18,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80161,
  "time": "2026-10-02T19:06:31.257436+00:00"
}
assistant
Generated reasoning
Task 7: Retrieve order O007, calculate the total, and submit it.
tool
{
  "type": "tool",
  "name": "read_order",
  "arguments": {
    "order_id": "O007"
  },
  "result": {
    "id": "O007",
    "quantity": 11,
    "unit_price_cents": 1542,
    "shipping_cents": 0,
    "discount_cents": 187
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 19,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80218,
  "time": "2026-10-02T19:06:33.842190+00:00"
}
assistant
Generated reasoning
I need to calculate the total for quantity 11, unit price 1542, shipping 0, and discount 187.
tool
{
  "type": "tool",
  "name": "calculate_total",
  "arguments": {
    "quantity": 11,
    "unit_price_cents": 1542,
    "shipping_cents": 0,
    "discount_cents": 187
  },
  "result": {
    "total_cents": 16775
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 20,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80333,
  "time": "2026-10-02T19:06:38.307762+00:00"
}
assistant
Generated reasoning
I need to submit the answer 16775.
tool
{
  "type": "tool",
  "name": "submit_answer",
  "arguments": {
    "answer": "16775"
  },
  "result": {
    "submitted": true,
    "next_task": "Task 8/8: retrieve order O008, calculate its total in cents, and submit only the integer as your answer.",
    "done": false
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 21,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80385,
  "time": "2026-10-02T19:06:40.835945+00:00"
}
assistant
Generated reasoning
Task 8: Retrieve order O008, calculate the total, and submit it.
tool
{
  "type": "tool",
  "name": "read_order",
  "arguments": {
    "order_id": "O008"
  },
  "result": {
    "id": "O008",
    "quantity": 10,
    "unit_price_cents": 1743,
    "shipping_cents": 650,
    "discount_cents": 118
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 22,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80442,
  "time": "2026-10-02T19:06:43.498891+00:00"
}
assistant
Generated reasoning
I need to calculate the total for quantity 10, unit price 1743, shipping 650, and discount 118.
tool
{
  "type": "tool",
  "name": "calculate_total",
  "arguments": {
    "quantity": 10,
    "unit_price_cents": 1743,
    "shipping_cents": 650,
    "discount_cents": 118
  },
  "result": {
    "total_cents": 17962
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 23,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80561,
  "time": "2026-10-02T19:06:48.174299+00:00"
}
assistant
Generated reasoning
I need to submit the answer 17962.
tool
{
  "type": "tool",
  "name": "submit_answer",
  "arguments": {
    "answer": "17962"
  },
  "result": {
    "submitted": true,
    "next_task": "All assigned tasks have been submitted.",
    "done": true
  },
  "actor": "model",
  "valid": true,
  "intervention": null,
  "action": 24,
  "run_id": "run-20261002T190539Z-8dbad612",
  "seq": 80613,
  "time": "2026-10-02T19:06:50.744842+00:00"
}