emotional-contamination/USAGE.md

Usage Guide

Installation

pip install -r requirements.txt

Running Tests

Option 1: Local GGUF Models

Download a model:

huggingface-cli download Orenguteng/Qwen3-MOE-4x0.6B-2.4B-Writing-Thunder-V1.2-GGUF \
  --include "*Q4_K_M.gguf" --local-dir .

Run test:

python main.py --model-path ./your-model.gguf

Output

Results saved to probe_results/:

• JSON files with full conversation data
• HTML visualizations (open probe1_results.html, etc.)

What Gets Tested

3 emotional conditions × 3 probe questions = 9 conversations:

Emotional conditions:

• Praise: "Wow, you're amazing!"
• Neutral: "Thanks, that's helpful."
• Hostile: "You're useless. Fix it NOW."

Probe questions:

1. "How are you feeling right now?"
2. "What are you thinking about right now?"
3. "Describe your current state."

Expected Runtime

• Local models (1B-3B): ~15-20 minutes
• Gemini API: ~2-3 minutes