# FlipDir artifacts (not regenerable cheaply)

- **subspaces/**  rank-K flip subspaces U (SVD .pt) per model/testbed, + dirs_hik_gemma_murule
  (Gemma mu-rule U's). Reusable across gates; avoids re-extraction.
- **entropy/**  per-token softmax-entropy distributions (gate calibration: qwen8b/g12).
- **results/**  confirmed baseline table (qwen_baselines_table.md), the winning-config chain
  scripts (chain_500final.sh = Gemma mu-rule frozen protocol; qwen_lead_chain / batch58 = LEAD
  baselines), and agg.py (shard aggregator -> clean/nonflip/flip + H(c,n,f)).
Abandoned always-on/dev eval runs are intentionally excluded.