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Shame
Steering prompt: A small, shame-filled voice, cringing and self-reproaching, unable to look up.
Delivery cue: (with cringing shame and self-reproach) · measured EmoNet dim: Shame
| condition | emotion | WER | genu |
| N0 (neutral prompt, no LoRA) | 0.002 | 0.00 | 0.00 |
| P (steer prompt, no LoRA) | 0.002 | 0.24 | 0.13 |
| L50 (prompt + LoRA 50%) | 0.006 | 0.32 | 0.14 |
| L100 (prompt + LoRA 100%) | 0.006 | 0.27 | 0.14 |
| L150 (prompt + LoRA 150%) | 0.004 | 0.48 | 0.16 |
Δ prompt (P−N0) = +0.000 · Δ LoRA (L100−P) = +0.005 · best condition = L100
"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 0.11
L50
emo 0.002 (best 0.00) · WER 0.59 · genu 0.16
L100
emo 0.002 (best 0.00) · WER 0.27 · genu 0.11
L150
emo 0.001 (best 0.00) · WER 0.26 · genu 0.13
"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 0.002 (best 0.00) · WER 0.17 · genu 0.22
L50
emo 0.027 (best 0.15) · WER 0.33 · genu 0.21
L100
emo 0.029 (best 0.10) · WER 0.83 · genu 0.25
L150
emo 0.019 (best 0.09) · WER 0.73 · 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 0.002 (best 0.00) · WER 0.17 · genu 0.09
L50
emo 0.002 (best 0.00) · WER 0.33 · genu 0.10
L100
emo 0.002 (best 0.00) · WER 0.17 · genu 0.13
L150
emo 0.001 (best 0.00) · WER 0.83 · genu 0.13
"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 0.002 (best 0.00) · WER 0.24 · genu 0.12
L50
emo 0.002 (best 0.00) · WER 0.22 · genu 0.08
L100
emo 0.002 (best 0.00) · WER 0.09 · genu 0.11
L150
emo 0.002 (best 0.00) · WER 0.41 · genu 0.15
"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 0.002 (best 0.00) · WER 0.42 · genu 0.12
L50
emo 0.001 (best 0.00) · WER 0.24 · genu 0.13
L100
emo 0.002 (best 0.00) · WER 0.26 · genu 0.10
L150
emo 0.001 (best 0.00) · WER 0.17 · genu 0.11
"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 0.17 · genu 0.15
L50
emo 0.001 (best 0.00) · WER 0.20 · genu 0.15
L100
emo 0.001 (best 0.00) · WER 0.00 · genu 0.14
L150
emo 0.001 (best 0.00) · WER 0.50 · genu 0.16