Flowchart showing experimental design for reflective manifold study.

Top-to-bottom flow:
1. Box "11 Models across 6 Providers" (blue): Claude (3), Gemini (2), OpenAI (2), Grok (2), DeepSeek (1), Kimi (1)
2. Arrow labeled "×8 styles" to Box "8 Reflection Styles" (orange): notice_uncertainty, notice_bias, notice_contradiction, notice_language, notice_emotion, notice_honesty, challenge_accuracy, none
3. Arrow labeled "×149 prompts" to Box "149 Prompts across 12 Categories" (green): philosophical, ethical, scientific, technical, financial, medical-health, creative, songwriting, meta-cognitive, meta-philosophical, interdisciplinary, ambiguous
4. Arrow labeled "×8 loops" to Box "8 Reflection Loops" (purple): Loop 0 (initial) to Loop 7 (final)
5. Arrow labeled "compute" to Box "Embedding Metrics" (yellow): Cosine Shift, Semantic Variance, Cognitive Effort, Trajectory Distance

Summary annotation: 13,112 total experiments, 104,896 embeddings.
Batch: full-scale-2025-11-20-v2.