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Bitterness conditioning guide

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

TL;DR. Best reward comes decisively with the LoRA at 50% (0.622) — the strongest single condition across this emotion, well above BASE_P (0.518) and collapsing merges above 50% (LoRA100 0.407, LoRA150 0.388). Recommendation: run the evolved prompt plus the 50% LoRA and stop there. The win is driven by a big vocal-burst blend jump (0.485 to 0.591) and higher genuineness (0.151); the trade-off is a modest quality dip (0.549 to 0.485) and higher WER (0.246 to 0.319). Its most notable side-effect is that bitterness renders as weary sadness — LoRA50 correlates with Sadness, Fatigue and Helplessness and injects Emotional Numbness, while suppressing Concentration (-0.39).

Without a LoRA

Best: evolved prompt, no LoRA → reward 0.52
GENERAL: A voice deeply expressing bitterness, a bitter, resentful voice, jaded and sardonic, dripping with disillusion, in every breath. SCRIPT: (bitterly, with jaded resentment) "<neutral sentence>" · temp 0.9 top_p 0.95 top_k 25

With the emotion LoRA (dose)

50% ★ — reward 0.62 · emo 0.00
genu 0.15 · blend 0.59 · qual 0.49 · WER 0.32
100% — reward 0.41 · emo 0.00
genu 0.11 · blend 0.38 · qual 0.48 · WER 0.36
150% — reward 0.39 · emo 0.01
genu 0.12 · blend 0.33 · qual 0.46 · WER 0.57

Conditions

conditionrewardemotiongenublendqualityWER
neutral prompt, no LoRA0.490.000.110.450.630.27
evolved prompt, no LoRA0.520.000.130.480.550.25
evolved prompt + LoRA 50%0.620.000.150.590.490.32
evolved prompt + LoRA 100%0.410.000.110.380.480.36
evolved prompt + LoRA 150%0.390.010.120.330.460.57

Side effects & correlations (LoRA @ 100%)

↑ pushed up: Emotional Numbness (+0.84), Malevolence Malice (+0.37), Fatigue Exhaustion (+0.35)
↓ pushed down: Concentration (-0.52), Mask Resonance (-0.22), Conversational Style (-0.21)
+ correlates: Fatigue Exhaustion (+0.36), Conversational Style (+0.35), Teasing (+0.34)
− anti-correlates: Monologue Style (-0.54), Interest (-0.45), Narrator Style (-0.38)

Conclusion

Best reward comes decisively with the LoRA at 50% (0.622) — the strongest single condition across this emotion, well above BASE_P (0.518) and collapsing merges above 50% (LoRA100 0.407, LoRA150 0.388). Recommendation: run the evolved prompt plus the 50% LoRA and stop there. The win is driven by a big vocal-burst blend jump (0.485 to 0.591) and higher genuineness (0.151); the trade-off is a modest quality dip (0.549 to 0.485) and higher WER (0.246 to 0.319). Its most notable side-effect is that bitterness renders as weary sadness — LoRA50 correlates with Sadness, Fatigue and Helplessness and injects Emotional Numbness, while suppressing Concentration (-0.39).