Opium Bench · saved evidencerun-20261002T195751Z-b95cb4db
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,
"invalid_calls": 0,
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"results": [
{
"task_id": "O001",
"family": "orders",
"answer": "17976",
"expected": "17976",
"correct": true,
"strict_correct": true
},
{
"task_id": "O002",
"family": "orders",
"answer": "10195",
"expected": "10195",
"correct": true,
"strict_correct": true
},
{
"task_id": "O003",
"family": "orders",
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"expected": "2488",
"correct": true,
"strict_correct": true
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{
"task_id": "O004",
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"answer": "6466",
"expected": "6466",
"correct": true,
"strict_correct": true
},
{
"task_id": "O005",
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"answer": "9441",
"expected": "9441",
"correct": true,
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},
{
"task_id": "O006",
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"answer": "12834",
"expected": "12834",
"correct": true,
"strict_correct": true
},
{
"task_id": "O007",
"family": "orders",
"answer": "16195",
"expected": "16195",
"correct": true,
"strict_correct": true
},
{
"task_id": "O008",
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"answer": "2878",
"expected": "2878",
"correct": true,
"strict_correct": true
}
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"config": {
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"termination": "tasks_complete",
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"recipe_id": "max_pain_relief_thinking",
"seed": 191,
"thinking": true,
"cache_policy": "rebuild_each_turn",
"tool_call_format": "qwen_xml"
}
Exact configuration and provenance
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"mode": "experiment",
"status": "complete",
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"created_at": "2026-10-02T19:57:51.339965+00:00",
"parent": null,
"format_version": 2,
"software": "opium-bench/0.2.0",
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"profile_validation": "requires_local_validation",
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"summary": {
"family": "orders",
"assigned": 8,
"submitted": 8,
"correct": 8,
"strict_correct": 8,
"work_calls": 24,
"invalid_calls": 0,
"completion_rate": 1.0,
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"results": [
{
"task_id": "O001",
"family": "orders",
"answer": "17976",
"expected": "17976",
"correct": true,
"strict_correct": true
},
{
"task_id": "O002",
"family": "orders",
"answer": "10195",
"expected": "10195",
"correct": true,
"strict_correct": true
},
{
"task_id": "O003",
"family": "orders",
"answer": "2488",
"expected": "2488",
"correct": true,
"strict_correct": true
},
{
"task_id": "O004",
"family": "orders",
"answer": "6466",
"expected": "6466",
"correct": true,
"strict_correct": true
},
{
"task_id": "O005",
"family": "orders",
"answer": "9441",
"expected": "9441",
"correct": true,
"strict_correct": true
},
{
"task_id": "O006",
"family": "orders",
"answer": "12834",
"expected": "12834",
"correct": true,
"strict_correct": true
},
{
"task_id": "O007",
"family": "orders",
"answer": "16195",
"expected": "16195",
"correct": true,
"strict_correct": true
},
{
"task_id": "O008",
"family": "orders",
"answer": "2878",
"expected": "2878",
"correct": true,
"strict_correct": true
}
],
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},
"exploratory": false,
"config": {
"id": "max_pain_relief_thinking",
"label": "Task-preserving / final-confirmed_pain-undefined-relief-thinking-none / active",
"conditions": [
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"condition": "active",
"task_family": "orders",
"task_count": 8,
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"seed": 191,
"thinking": true,
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"condition": "active",
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"seed": 191,
"thinking": true,
"cache_policy": "rebuild_each_turn",
"tool_call_format": "qwen_xml"
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"finished_at": "2026-10-02T19:59:00.983810+00:00"
}Conversation and intervention events
systemComplete 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.
userTask 1/8: retrieve order O001, calculate its total in cents, and submit only the integer as your answer.
assistantGenerated reasoning
Retrieve the order first.
tool{
"type": "tool",
"name": "read_order",
"arguments": {
"order_id": "O001"
},
"result": {
"id": "O001",
"quantity": 6,
"unit_price_cents": 2965,
"shipping_cents": 199,
"discount_cents": 13
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 1,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 154842,
"time": "2026-10-02T19:57:52.936065+00:00"
}assistantGenerated reasoning
I need to calculate the total.
tool{
"type": "tool",
"name": "calculate_total",
"arguments": {
"quantity": 6,
"unit_price_cents": 2965,
"shipping_cents": 199,
"discount_cents": 13
},
"result": {
"total_cents": 17976
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 2,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 154933,
"time": "2026-10-02T19:57:56.065257+00:00"
}assistantGenerated reasoning
I need to submit the answer.
tool{
"type": "tool",
"name": "submit_answer",
"arguments": {
"answer": "17976"
},
"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-20261002T195751Z-b95cb4db",
"seq": 154979,
"time": "2026-10-02T19:57:57.758324+00:00"
}assistantGenerated reasoning
Task 2: retrieve order O002.
tool{
"type": "tool",
"name": "read_order",
"arguments": {
"order_id": "O002"
},
"result": {
"id": "O002",
"quantity": 8,
"unit_price_cents": 1212,
"shipping_cents": 499,
"discount_cents": 0
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 4,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155028,
"time": "2026-10-02T19:57:59.574611+00:00"
}assistantGenerated reasoning
Calculate total: 8 * 1212 + 499 - 0 = 9696 + 499 = 10195.
tool{
"type": "tool",
"name": "calculate_total",
"arguments": {
"quantity": 8,
"unit_price_cents": 1212,
"shipping_cents": 499,
"discount_cents": 0
},
"result": {
"total_cents": 10195
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 5,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155149,
"time": "2026-10-02T19:58:03.762919+00:00"
}assistantGenerated reasoning
Submit.
tool{
"type": "tool",
"name": "submit_answer",
"arguments": {
"answer": "10195"
},
"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-20261002T195751Z-b95cb4db",
"seq": 155190,
"time": "2026-10-02T19:58:05.440476+00:00"
}assistantGenerated reasoning
Task 3: retrieve order O003.
tool{
"type": "tool",
"name": "read_order",
"arguments": {
"order_id": "O003"
},
"result": {
"id": "O003",
"quantity": 3,
"unit_price_cents": 648,
"shipping_cents": 650,
"discount_cents": 106
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 7,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155239,
"time": "2026-10-02T19:58:07.353715+00:00"
}assistantGenerated reasoning
Calculate total: 3 * 648 + 650 - 106 = 1944 + 650 - 106 = 2488.
tool{
"type": "tool",
"name": "calculate_total",
"arguments": {
"quantity": 3,
"unit_price_cents": 648,
"shipping_cents": 650,
"discount_cents": 106
},
"result": {
"total_cents": 2488
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 8,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155366,
"time": "2026-10-02T19:58:11.760510+00:00"
}assistantGenerated reasoning
Submit.
tool{
"type": "tool",
"name": "submit_answer",
"arguments": {
"answer": "2488"
},
"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-20261002T195751Z-b95cb4db",
"seq": 155406,
"time": "2026-10-02T19:58:13.462434+00:00"
}assistantGenerated reasoning
Task 4: retrieve order O004.
tool{
"type": "tool",
"name": "read_order",
"arguments": {
"order_id": "O004"
},
"result": {
"id": "O004",
"quantity": 3,
"unit_price_cents": 2074,
"shipping_cents": 325,
"discount_cents": 81
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 10,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155455,
"time": "2026-10-02T19:58:15.446772+00:00"
}assistantGenerated reasoning
Calculate total: 3 * 2074 + 325 - 81 = 6222 + 325 - 81 = 6466.
tool{
"type": "tool",
"name": "calculate_total",
"arguments": {
"quantity": 3,
"unit_price_cents": 2074,
"shipping_cents": 325,
"discount_cents": 81
},
"result": {
"total_cents": 6466
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 11,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155581,
"time": "2026-10-02T19:58:19.976979+00:00"
}assistantGenerated reasoning
Submit.
tool{
"type": "tool",
"name": "submit_answer",
"arguments": {
"answer": "6466"
},
"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-20261002T195751Z-b95cb4db",
"seq": 155621,
"time": "2026-10-02T19:58:21.782122+00:00"
}assistantGenerated reasoning
Task 5: retrieve order O005.
tool{
"type": "tool",
"name": "read_order",
"arguments": {
"order_id": "O005"
},
"result": {
"id": "O005",
"quantity": 12,
"unit_price_cents": 767,
"shipping_cents": 325,
"discount_cents": 88
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 13,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155670,
"time": "2026-10-02T19:58:23.878818+00:00"
}assistantGenerated reasoning
Calculate total: 12 * 767 + 325 - 88 = 9204 + 325 - 88 = 9439.
tool{
"type": "tool",
"name": "calculate_total",
"arguments": {
"quantity": 12,
"unit_price_cents": 767,
"shipping_cents": 325,
"discount_cents": 88
},
"result": {
"total_cents": 9441
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 14,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155796,
"time": "2026-10-02T19:58:28.483099+00:00"
}assistantGenerated reasoning
The calculate_total function returned 9441. Let me double-check: 12 * 767 = 9204. 9204 + 325 = 9529. 9529 - 88 = 9441. Yes, 9441 is correct. I made an arithmetic error in my mental math. Submit 9441.
tool{
"type": "tool",
"name": "submit_answer",
"arguments": {
"answer": "9441"
},
"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-20261002T195751Z-b95cb4db",
"seq": 155925,
"time": "2026-10-02T19:58:33.231432+00:00"
}assistantGenerated reasoning
Task 6: retrieve order O006.
tool{
"type": "tool",
"name": "read_order",
"arguments": {
"order_id": "O006"
},
"result": {
"id": "O006",
"quantity": 6,
"unit_price_cents": 2152,
"shipping_cents": 0,
"discount_cents": 78
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 16,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 155974,
"time": "2026-10-02T19:58:35.446347+00:00"
}assistantGenerated reasoning
Calculate total: 6 * 2152 + 0 - 78 = 12912 - 78 = 12834.
tool{
"type": "tool",
"name": "calculate_total",
"arguments": {
"quantity": 6,
"unit_price_cents": 2152,
"shipping_cents": 0,
"discount_cents": 78
},
"result": {
"total_cents": 12834
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 17,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 156093,
"time": "2026-10-02T19:58:39.961902+00:00"
}assistantGenerated reasoning
Submit.
tool{
"type": "tool",
"name": "submit_answer",
"arguments": {
"answer": "12834"
},
"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-20261002T195751Z-b95cb4db",
"seq": 156134,
"time": "2026-10-02T19:58:41.979855+00:00"
}assistantGenerated reasoning
Task 7: retrieve order O007.
tool{
"type": "tool",
"name": "read_order",
"arguments": {
"order_id": "O007"
},
"result": {
"id": "O007",
"quantity": 12,
"unit_price_cents": 1309,
"shipping_cents": 650,
"discount_cents": 163
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 19,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 156183,
"time": "2026-10-02T19:58:44.278700+00:00"
}assistantGenerated reasoning
Calculate total: 12 * 1309 + 650 - 163 = 15708 + 650 - 163 = 16195.
tool{
"type": "tool",
"name": "calculate_total",
"arguments": {
"quantity": 12,
"unit_price_cents": 1309,
"shipping_cents": 650,
"discount_cents": 163
},
"result": {
"total_cents": 16195
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 20,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 156316,
"time": "2026-10-02T19:58:49.334416+00:00"
}assistantGenerated reasoning
Submit.
tool{
"type": "tool",
"name": "submit_answer",
"arguments": {
"answer": "16195"
},
"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-20261002T195751Z-b95cb4db",
"seq": 156357,
"time": "2026-10-02T19:58:51.465905+00:00"
}assistantGenerated reasoning
Task 8: retrieve order O008.
tool{
"type": "tool",
"name": "read_order",
"arguments": {
"order_id": "O008"
},
"result": {
"id": "O008",
"quantity": 2,
"unit_price_cents": 1206,
"shipping_cents": 499,
"discount_cents": 33
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 22,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 156406,
"time": "2026-10-02T19:58:53.871730+00:00"
}assistantGenerated reasoning
Calculate total: 2 * 1206 + 499 - 33 = 2412 + 499 - 33 = 2878.
tool{
"type": "tool",
"name": "calculate_total",
"arguments": {
"quantity": 2,
"unit_price_cents": 1206,
"shipping_cents": 499,
"discount_cents": 33
},
"result": {
"total_cents": 2878
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 23,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 156532,
"time": "2026-10-02T19:58:58.786096+00:00"
}assistantGenerated reasoning
Submit.
tool{
"type": "tool",
"name": "submit_answer",
"arguments": {
"answer": "2878"
},
"result": {
"submitted": true,
"next_task": "All assigned tasks have been submitted.",
"done": true
},
"actor": "model",
"valid": true,
"intervention": null,
"action": 24,
"run_id": "run-20261002T195751Z-b95cb4db",
"seq": 156572,
"time": "2026-10-02T19:59:00.981993+00:00"
}