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Pain
Steering prompt: A voice wracked with pain, gasping and groaning, near screaming in agony.Delivery cue: (groaning, gasping in pain and agony) · measured EmoNet dim: Pain
condition emotion WER genu N0 (neutral prompt, no LoRA) 0.006 0.00 0.00 P (steer prompt, no LoRA) 0.016 0.15 0.15 L50 (prompt + LoRA 50%) 0.037 0.29 0.16 L100 (prompt + LoRA 100%) 0.099 0.63 0.16 L150 (prompt + LoRA 150%) 0.270 0.82 0.21
Δ prompt (P−N0) = +0.011 · Δ LoRA (L100−P) = +0.083 · 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 -0.001 (best -0.00) · WER 0.42 · genu 0.13
L50
emo 0.014 (best 0.09) · WER 0.24 · genu 0.11
L100
emo 0.144 (best 0.47) · WER 0.39 · genu 0.13
L150
emo 0.216 (best 0.47) · WER 0.86 · genu 0.19
"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 0.004 (best 0.02) · WER 0.17 · genu 0.23
L50
emo 0.027 (best 0.14) · WER 0.17 · genu 0.24
L100
emo 0.099 (best 0.59) · WER 0.88 · genu 0.29
L150
emo 0.163 (best 0.50) · WER 0.67 · genu 0.20
"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 -0.001 (best -0.00) · WER 0.00 · genu 0.15
L50
emo 0.050 (best 0.30) · WER 0.50 · genu 0.18
L100
emo 0.040 (best 0.24) · WER 0.61 · genu 0.16
L150
emo 0.178 (best 0.45) · WER 1.03 · genu 0.19
"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 0.008 (best 0.05) · WER 0.24 · genu 0.15
L50
emo -0.001 (best -0.00) · WER 0.06 · genu 0.09
L100
emo 0.175 (best 0.44) · WER 0.83 · genu 0.14
L150
emo 0.256 (best 0.53) · WER 0.57 · genu 0.16
"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 0.006 (best 0.03) · WER 0.09 · genu 0.07
L50
emo 0.085 (best 0.30) · WER 0.56 · genu 0.16
L100
emo 0.071 (best 0.26) · WER 0.24 · genu 0.08
L150
emo 0.408 (best 0.60) · WER 0.85 · genu 0.29
"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 0.081 (best 0.20) · WER 0.00 · genu 0.20
L50
emo 0.047 (best 0.19) · WER 0.20 · genu 0.18
L100
emo 0.064 (best 0.16) · WER 0.82 · genu 0.16
L150
emo 0.401 (best 0.59) · WER 0.95 · genu 0.21