Steering prompt: A hushed voice filled with awe and wonder, breath taken away, reverent. Delivery cue:(in hushed awe and wonder) · measured EmoNet dim: Awe
condition
emotion
WER
genu
N0 (neutral prompt, no LoRA)
0.005
0.00
0.00
P (steer prompt, no LoRA)
0.012
0.18
0.14
L50 (prompt + LoRA 50%)
0.009
0.11
0.11
L100 (prompt + LoRA 100%)
0.001
0.24
0.11
L150 (prompt + LoRA 150%)
0.004
0.35
0.12
Δ prompt (P−N0) = +0.008 · Δ LoRA (L100−P) = -0.011 · 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 0.000 (best -0.00) · WER 0.26 · genu 0.11
L50
emo 0.000 (best -0.00) · WER 0.11 · genu 0.09
L100
emo 0.000 (best -0.00) · WER 0.09 · genu 0.08
L150
emo 0.000 (best -0.00) · WER 0.09 · genu 0.15
"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 0.000 (best -0.00) · WER 0.34 · genu 0.19
L50
emo 0.000 (best -0.00) · WER 0.17 · genu 0.17
L100
emo 0.000 (best -0.00) · WER 0.00 · genu 0.13
L150
emo 0.000 (best -0.00) · WER 0.50 · 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 0.000 (best -0.00) · WER 0.00 · genu 0.09
L50
emo 0.000 (best -0.00) · WER 0.00 · genu 0.09
L100
emo 0.000 (best -0.00) · WER 0.17 · genu 0.10
L150
emo 0.000 (best -0.00) · WER 0.35 · genu 0.14
"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 0.027 (best 0.12) · WER 0.07 · genu 0.08
L50
emo 0.018 (best 0.07) · WER 0.07 · genu 0.04
L100
emo 0.004 (best 0.03) · WER 0.28 · genu 0.16
L150
emo 0.026 (best 0.08) · WER 0.61 · 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 0.048 (best 0.16) · WER 0.24 · genu 0.15
L50
emo 0.034 (best 0.11) · WER 0.29 · genu 0.13
L100
emo 0.005 (best 0.02) · WER 0.42 · genu 0.07
L150
emo 0.000 (best -0.00) · WER 0.24 · genu 0.08
"Please remember to lock the door before you head out."