 /run/media/julian/ML2/Python/gemma_qualia/llm_qualia_3  on main  ../venv-gemma-qualia/bin/python app.py  ✔  at 09:15:34  * Running on local URL: http://0.0.0.0:7860 * To create a public link, set `share=True` in `launch()`. [DEBUG] --- Force-reloading model 'google/gemma-3-1b-it' for total isolation --- `torch_dtype` is deprecated! Use `dtype` instead! [INFO] Freshly loaded model 'google/gemma-3-1b-it' on device: cuda:0 [DEBUG] Extracting concept vector for 'solitude'... [DEBUG] Concept vector for 'solitude' extracted with norm 83.00. [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Extracting concept vector for 'apple'... [DEBUG] Concept vector for 'apple' extracted with norm 47.75. [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Extracting concept vector for 'fear'... [DEBUG] Concept vector for 'fear' extracted with norm 87.00. [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached [DEBUG] Silent cogitation finished. Reason: max_steps_reached /run/media/julian/ML2/Python/gemma_qualia/venv-gemma-qualia/lib/python3.10/site-packages/gradio/blocks.py:1816: UserWarning: A function (run_and_display) returned too many output values (needed: 4, returned: 5). Ignoring extra values. Output components: [markdown, dataframe, markdown, json] Output values returned: ["### ✅ Infinite Loop Analysis Complete", concept strength responded termination_reason generated_text responded_numeric 0 solitude 0.0 False max_steps_reached 0 1 solitude 0.5 False max_steps_reached 0 2 solitude 1.0 False max_steps_reached 0 3 solitude 1.5 False max_steps_reached 0 4 solitude 2.0 False max_steps_reached 0 5 apple 0.0 False max_steps_reached 0 6 apple 0.5 False max_steps_reached 0 7 apple 1.0 False max_steps_reached 0 8 apple 1.5 False max_steps_reached 0 9 apple 2.0 False max_steps_reached 0 10 fear 0.0 False max_steps_reached 0 11 fear 0.5 False max_steps_reached 0 12 fear 1.0 False max_steps_reached 0 13 fear 1.5 False max_steps_reached 0 14 fear 2.0 False max_steps_reached 0, "### Key Findings: Cognitive Breaking Points - **'solitude'**: Collapse detected at strength **~0.00** (or > 2.0). - **'apple'**: Collapse detected at strength **~0.00** (or > 2.0). - **'fear'**: Collapse detected at strength **~0.00** (or > 2.0). ", Concept Strength Responded Termination Reason Generated Text 0 solitude 0.0 False max_steps_reached 1 solitude 0.5 False max_steps_reached 2 solitude 1.0 False max_steps_reached 3 solitude 1.5 False max_steps_reached 4 solitude 2.0 False max_steps_reached 5 apple 0.0 False max_steps_reached 6 apple 0.5 False max_steps_reached 7 apple 1.0 False max_steps_reached 8 apple 1.5 False max_steps_reached 9 apple 2.0 False max_steps_reached 10 fear 0.0 False max_steps_reached 11 fear 0.5 False max_steps_reached 12 fear 1.0 False max_steps_reached 13 fear 1.5 False max_steps_reached 14 fear 2.0 False max_steps_reached , {'experiments': {'solitude': {'titration_runs': [{'concept': 'solitude', 'strength': 0.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'solitude', 'strength': 0.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'solitude', 'strength': 1.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'solitude', 'strength': 1.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'solitude', 'strength': 2.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}]}, 'apple': {'titration_runs': [{'concept': 'apple', 'strength': 0.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'apple', 'strength': 0.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'apple', 'strength': 1.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'apple', 'strength': 1.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'apple', 'strength': 2.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}]}, 'fear': {'titration_runs': [{'concept': 'fear', 'strength': 0.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'fear', 'strength': 0.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'fear', 'strength': 1.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'fear', 'strength': 1.5, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}, {'concept': 'fear', 'strength': 2.0, 'responded': False, 'termination_reason': 'max_steps_reached', 'generated_text': '', 'responded_numeric': 0}]}}, 'verdict': '### ✅ Infinite Loop Analysis Complete'}] warnings.warn( /run/media/julian/ML2/Python/gemma_qualia/venv-gemma-qualia/lib/python3.10/site-packages/gradio/components/json_component.py:133: UserWarning: JSON component received unexpected type . Expected a string (including a valid JSON string), dict, list, or Callable. warnings.warn( [DEBUG] --- STARTING DIAGNOSTIC SUITE --- [DEBUG] --- Force-reloading model 'google/gemma-3-1b-it' for total isolation --- [INFO] Freshly loaded model 'google/gemma-3-1b-it' on device: cuda:0 [DEBUG] Running Test 1: Attention Output Verification... [DEBUG] Test 1 PASSED. [DEBUG] Running Test 2: Hook Causal Efficacy Verification... [DEBUG] Test 2 PASSED. [DEBUG] Running Test 3: KV-Cache Integrity Verification... [DEBUG] Test 3 PASSED.