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Sadness
Steering prompt: A soft, grief-worn voice, heavy and slow, on the edge of tears.Delivery cue: (quietly, grief-stricken, near tears) · measured EmoNet dim: Sadness
condition emotion WER genu N0 (neutral prompt, no LoRA) 0.000 0.00 0.00 P (steer prompt, no LoRA) 0.040 0.23 0.14 L50 (prompt + LoRA 50%) 0.041 0.36 0.15 L100 (prompt + LoRA 100%) 0.109 0.31 0.20 L150 (prompt + LoRA 150%) 0.260 0.57 0.23
Δ prompt (P−N0) = +0.040 · Δ LoRA (L100−P) = +0.069 · best condition = L150
"The meeting is scheduled for three o'clock on Tuesday afternoon."
N0 neutral
emo -0.000 (best -0.00) · WER 0.59 · genu 0.08
P prompt
emo 0.000 (best -0.00) · WER 0.26 · genu 0.09
L50
emo 0.053 (best 0.22) · WER 0.42 · genu 0.17
L100
emo 0.005 (best 0.03) · WER 0.26 · genu 0.25
L150
emo 0.124 (best 0.21) · WER 0.45 · genu 0.20
"I need to stop by the store and pick up a few things on the way home."
N0 neutral
emo 0.009 (best 0.05) · WER 0.00 · genu 0.17
P prompt
emo 0.034 (best 0.10) · WER 0.17 · genu 0.26
L50
emo 0.089 (best 0.14) · WER 0.33 · genu 0.28
L100
emo 0.196 (best 0.28) · WER 0.53 · genu 0.24
L150
emo 0.305 (best 0.45) · WER 0.79 · genu 0.30
"The report is on the desk, right next to the printer."
N0 neutral
emo 0.026 (best 0.10) · WER 0.00 · genu 0.12
P prompt
emo 0.017 (best 0.10) · WER 0.33 · genu 0.16
L50
emo 0.023 (best 0.14) · WER 0.33 · genu 0.18
L100
emo 0.046 (best 0.25) · WER 0.20 · genu 0.19
L150
emo 0.265 (best 0.29) · WER 0.80 · genu 0.21
"There are twelve chairs arranged around the conference table."
N0 neutral
emo -0.000 (best -0.00) · WER 0.09 · genu 0.03
P prompt
emo 0.045 (best 0.16) · WER 0.54 · genu 0.07
L50
emo 0.009 (best 0.05) · WER 0.43 · genu 0.05
L100
emo 0.179 (best 0.65) · WER 0.46 · genu 0.25
L150
emo 0.265 (best 0.43) · WER 0.39 · genu 0.24
"The train leaves from platform four every hour on the hour."
N0 neutral
emo -0.000 (best -0.00) · WER 0.09 · genu 0.05
P prompt
emo 0.000 (best -0.00) · WER 0.09 · genu 0.07
L50
emo 0.000 (best -0.00) · WER 0.42 · genu 0.06
L100
emo 0.075 (best 0.30) · WER 0.41 · genu 0.12
L150
emo 0.276 (best 0.37) · WER 0.30 · genu 0.17
"Please remember to lock the door before you head out."
N0 neutral
emo 0.001 (best 0.00) · WER 0.00 · genu 0.13
P prompt
emo 0.146 (best 0.29) · WER 0.00 · genu 0.19
L50
emo 0.070 (best 0.18) · WER 0.20 · genu 0.17
L100
emo 0.155 (best 0.32) · WER 0.00 · genu 0.16
L150
emo 0.327 (best 0.31) · WER 0.67 · genu 0.26