edge_case_evolution.md

Edge-case evolution — extreme genuine vocalizations per emotion LoRA

Live grids: https://laion-ai.github.io/moss-emotion-edgecase-evolution/

edge case	LoRA	best fit	prompt-no-LoRA	LoRA lift	winning λ
amuse_laugh	Amusement	0.464	0.406	+0.058	1.5
cold_shiver	Fear	0.772	0.686	+0.086	0.75
fear_scream	Fear	0.767	0.387	+0.380	0.5
pain_groan	Pain	0.636	0.571	+0.066	0.75
pain_scream	Pain	0.699	0.506	+0.193	0.75
sad_cry	Sadness	0.740	0.639	+0.101	0.75