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Astonishment Surprise
Steering prompt: A voice struck with astonishment, gasping, utterly surprised, eyes wide.
Delivery cue: (gasping, astonished, taken completely by surprise) · measured EmoNet dim: Astonishment_Surprise
| condition | emotion | WER | genu |
|---|
| N0 (neutral prompt, no LoRA) | 0.001 | 0.00 | 0.00 |
| P (steer prompt, no LoRA) | 0.018 | 0.08 | 0.12 |
| L50 (prompt + LoRA 50%) | 0.021 | 0.19 | 0.11 |
| L100 (prompt + LoRA 100%) | 0.055 | 0.28 | 0.15 |
| L150 (prompt + LoRA 150%) | 0.154 | 0.51 | 0.16 |
Δ prompt (P−N0) = +0.017 · Δ LoRA (L100−P) = +0.036 · 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 0.26 · genu 0.08
L50
emo 0.031 (best 0.10) · WER 0.09 · genu 0.08
L100
emo 0.003 (best 0.01) · WER 0.09 · genu 0.23
L150
emo 0.070 (best 0.25) · WER 0.26 · genu 0.11
"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 0.001 (best 0.00) · WER 0.00 · genu 0.19
L50
emo 0.001 (best 0.01) · WER 0.17 · genu 0.19
L100
emo 0.001 (best 0.00) · WER 0.50 · genu 0.17
L150
emo 0.001 (best 0.00) · WER 0.33 · genu 0.15
"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 0.104 (best 0.47) · WER 0.05 · genu 0.11
L50
emo 0.067 (best 0.29) · WER 0.50 · genu 0.12
L100
emo 0.080 (best 0.34) · WER 0.08 · genu 0.14
L150
emo 0.262 (best 0.24) · WER 0.92 · genu 0.20
"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 0.001 (best 0.00) · WER 0.09 · genu 0.08
L50
emo 0.001 (best 0.00) · WER 0.11 · genu 0.11
L100
emo 0.115 (best 0.44) · WER 0.19 · genu 0.13
L150
emo 0.156 (best 0.32) · WER 0.22 · genu 0.11
"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 0.004 (best 0.01) · WER 0.09 · genu 0.11
L50
emo 0.025 (best 0.15) · WER 0.27 · genu 0.07
L100
emo 0.032 (best 0.18) · WER 0.09 · genu 0.04
L150
emo 0.160 (best 0.33) · WER 0.33 · genu 0.16
"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 0.001 (best 0.00) · WER 0.00 · genu 0.17
L50
emo 0.001 (best 0.00) · WER 0.00 · genu 0.11
L100
emo 0.098 (best 0.15) · WER 0.73 · genu 0.18
L150
emo 0.276 (best 0.46) · WER 1.00 · genu 0.22