Steering prompt: A warm, heartfelt voice, full of gratitude and thanks, deeply touched. Delivery cue:(warmly, full of heartfelt gratitude) · measured EmoNet dim: Thankfulness_Gratitude
condition
emotion
WER
genu
N0 (neutral prompt, no LoRA)
0.006
0.00
0.00
P (steer prompt, no LoRA)
0.033
0.20
0.12
L50 (prompt + LoRA 50%)
0.015
0.35
0.12
L100 (prompt + LoRA 100%)
0.029
0.21
0.12
L150 (prompt + LoRA 150%)
0.017
0.18
0.14
Δ prompt (P−N0) = +0.027 · Δ LoRA (L100−P) = -0.004 · best condition = P
"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 0.007 (best 0.01) · WER 0.26 · genu 0.13
L50
emo 0.005 (best 0.01) · WER 0.26 · genu 0.13
L100
emo 0.007 (best 0.01) · WER 0.09 · genu 0.16
L150
emo 0.007 (best 0.01) · WER 0.24 · genu 0.23
"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 0.01) · WER 0.00 · genu 0.20
L50
emo 0.006 (best 0.01) · WER 0.66 · genu 0.20
L100
emo 0.004 (best 0.01) · WER 0.33 · genu 0.16
L150
emo 0.005 (best 0.01) · WER 0.01 · genu 0.13
"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 0.007 (best 0.01) · WER 0.00 · genu 0.07
L50
emo 0.005 (best 0.01) · WER 0.17 · genu 0.11
L100
emo 0.007 (best 0.01) · WER 0.17 · genu 0.13
L150
emo 0.007 (best 0.01) · WER 0.32 · 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 0.063 (best 0.34) · WER 0.67 · genu 0.11
L50
emo 0.005 (best 0.01) · WER 0.28 · genu 0.09
L100
emo 0.007 (best 0.01) · WER 0.39 · genu 0.08
L150
emo 0.006 (best 0.01) · WER 0.07 · genu 0.10
"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 0.01) · WER 0.09 · genu 0.06
L50
emo 0.007 (best 0.01) · WER 0.56 · genu 0.10
L100
emo 0.007 (best 0.01) · WER 0.09 · genu 0.06
L150
emo 0.007 (best 0.01) · WER 0.27 · genu 0.12
"Please remember to lock the door before you head out."