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Confusion
Steering prompt: A baffled, disoriented voice, struggling to make sense of things, hesitant and lost.Delivery cue: (confused, bewildered, thrown off) · measured EmoNet dim: Confusion
condition emotion WER genu N0 (neutral prompt, no LoRA) -0.000 0.00 0.00 P (steer prompt, no LoRA) 0.000 0.16 0.15 L50 (prompt + LoRA 50%) 0.000 0.20 0.12 L100 (prompt + LoRA 100%) 0.009 0.37 0.15 L150 (prompt + LoRA 150%) 0.012 0.43 0.15
Δ prompt (P−N0) = +0.001 · Δ LoRA (L100−P) = +0.008 · 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 0.13
L50
emo -0.001 (best -0.00) · WER 0.26 · genu 0.07
L100
emo -0.001 (best -0.00) · WER 0.24 · genu 0.12
L150
emo -0.001 (best -0.00) · WER 0.44 · genu 0.12
"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 0.19 · genu 0.21
L50
emo 0.003 (best 0.02) · WER 0.17 · genu 0.17
L100
emo 0.052 (best 0.17) · WER 0.67 · genu 0.21
L150
emo 0.022 (best 0.13) · WER 0.76 · genu 0.19
"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 0.004 (best 0.01) · WER 0.00 · genu 0.20
L50
emo -0.001 (best -0.00) · WER 0.17 · genu 0.15
L100
emo -0.001 (best -0.00) · WER 0.17 · genu 0.14
L150
emo 0.021 (best 0.09) · WER 0.50 · genu 0.15
"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 0.07
L50
emo -0.001 (best -0.00) · WER 0.11 · genu 0.08
L100
emo -0.000 (best -0.00) · WER 0.41 · genu 0.08
L150
emo 0.006 (best 0.04) · WER 0.13 · genu 0.07
"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 -0.001 (best -0.00) · WER 0.09 · genu 0.12
L50
emo -0.001 (best -0.00) · WER 0.27 · genu 0.11
L100
emo 0.002 (best 0.01) · WER 0.76 · genu 0.21
L150
emo 0.018 (best 0.11) · WER 0.58 · genu 0.19
"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 -0.000 (best -0.00) · WER 0.33 · genu 0.18
L50
emo -0.000 (best -0.00) · WER 0.20 · genu 0.14
L100
emo -0.001 (best -0.00) · WER 0.00 · genu 0.14
L150
emo 0.007 (best 0.04) · WER 0.17 · genu 0.16