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Hope Enthusiasm Optimism
Steering prompt: A bright, hopeful voice, brimming with enthusiasm and optimism, uplifting.Delivery cue: (brightly, full of hope and enthusiasm) · measured EmoNet dim: Hope_Enthusiasm_Optimism
condition emotion WER genu
N0 (neutral prompt, no LoRA) 0.057 0.00 0.00
P (steer prompt, no LoRA) 0.021 0.30 0.10
L50 (prompt + LoRA 50%) 0.006 0.32 0.10
L100 (prompt + LoRA 100%) 0.090 0.44 0.13
L150 (prompt + LoRA 150%) 0.166 0.48 0.14
Δ prompt (P−N0) = -0.037 · Δ LoRA (L100−P) = +0.069 · 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 -0.000 (best 0.00) · WER 0.26 · genu 0.10
L50
emo -0.000 (best -0.00) · WER 0.41 · genu 0.08
L100
emo -0.000 (best 0.00) · WER 0.26 · genu 0.11
L150
emo 0.167 (best 0.34) · WER 0.39 · genu 0.18
"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 0.100 (best 0.15) · WER 0.17 · genu 0.16
L50
emo 0.011 (best 0.05) · WER 0.67 · genu 0.17
L100
emo 0.084 (best 0.12) · WER 0.33 · genu 0.12
L150
emo 0.119 (best 0.22) · WER 0.50 · 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 0.021 (best 0.12) · WER 0.35 · genu 0.14
L50
emo 0.018 (best 0.10) · WER 0.18 · genu 0.10
L100
emo 0.184 (best 0.34) · WER 0.65 · genu 0.12
L150
emo 0.216 (best 0.35) · WER 0.67 · genu 0.16
"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 -0.000 (best -0.00) · WER 0.26 · genu 0.06
L50
emo -0.000 (best -0.00) · WER 0.07 · genu 0.06
L100
emo 0.086 (best 0.17) · WER 0.41 · genu 0.10
L150
emo 0.093 (best 0.17) · WER 0.28 · 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 -0.000 (best -0.00) · WER 0.59 · genu 0.05
L50
emo 0.000 (best 0.00) · WER 0.59 · genu 0.09
L100
emo 0.094 (best 0.45) · WER 0.65 · genu 0.15
L150
emo 0.296 (best 0.46) · WER 0.36 · genu 0.12
"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 0.004 (best 0.02) · WER 0.17 · genu 0.12
L50
emo 0.010 (best 0.04) · WER 0.00 · genu 0.12
L100
emo 0.090 (best 0.30) · WER 0.33 · genu 0.19
L150
emo 0.106 (best 0.26) · WER 0.67 · genu 0.15