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Sadness conditioning guide

Target: EmoNet Sadness strength. reward = (genu + blend + 1.25·emo)/(1+WER).

TL;DR. Best with the LoRA at 100% (reward 0.629, just above the prompt-only 0.604). Use the evolved prompt plus the 100% merge when you need genuine sadness — it pushes target-emotion strength from 0.007 to 0.152 and genuineness to 0.238. The cost is steep on intelligibility and quality: WER jumps 0.146 to 0.515 and the quality proxy falls 0.546 to 0.348, so keep lines short. It also drags in Distress and Helplessness (both corr ~0.93), so the voice sounds despairing rather than merely melancholy; if you need clean, intelligible sadness, prompt-only BASE_P (WER 0.146) is nearly as rewarding.

Without a LoRA

Best: evolved prompt, no LoRA → reward 0.60
GENERAL: A voice powerfully expressing sadness, a soft, grief-worn voice, heavy and slow, on the edge of tears, impossible to hide. SCRIPT: (quietly, grief-stricken, near tears) "<neutral sentence>" · temp 1.0 top_p 0.95 top_k 40

With the emotion LoRA (dose)

50% — reward 0.57 · emo 0.06
genu 0.20 · blend 0.51 · qual 0.45 · WER 0.42
100% ★ — reward 0.63 · emo 0.15
genu 0.24 · blend 0.43 · qual 0.35 · WER 0.52
150% — reward 0.58 · emo 0.23
genu 0.23 · blend 0.36 · qual 0.23 · WER 0.62

Conditions

conditionrewardemotiongenublendqualityWER
neutral prompt, no LoRA0.490.000.110.450.630.27
evolved prompt, no LoRA0.600.010.160.490.550.15
evolved prompt + LoRA 50%0.570.060.200.510.450.42
evolved prompt + LoRA 100%0.630.150.240.430.350.52
evolved prompt + LoRA 150%0.580.230.230.360.230.62

Side effects & correlations (LoRA @ 100%)

↑ pushed up: Distress (+0.80), Helplessness (+0.77), Longing (+0.73)
↓ pushed down: Structure (-0.35), Formal Style (-0.34), Mask Resonance (-0.33)
+ correlates: Distress (+0.93), Helplessness (+0.93), Disappointment (+0.89)
− anti-correlates: Formal Style (-0.61), Articulation Clarity (-0.57), Structure (-0.57)

Conclusion

Best with the LoRA at 100% (reward 0.629, just above the prompt-only 0.604). Use the evolved prompt plus the 100% merge when you need genuine sadness — it pushes target-emotion strength from 0.007 to 0.152 and genuineness to 0.238. The cost is steep on intelligibility and quality: WER jumps 0.146 to 0.515 and the quality proxy falls 0.546 to 0.348, so keep lines short. It also drags in Distress and Helplessness (both corr ~0.93), so the voice sounds despairing rather than merely melancholy; if you need clean, intelligible sadness, prompt-only BASE_P (WER 0.146) is nearly as rewarding.