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Focus VoiceNet dimension guide

Social & Interpersonalcode vn_FOCSslot 49
This dimension measures the direction of the speaker’s interpersonal attention. Below: the merge-scaling dose-response for the __high and __low LoRA (laion/moss-voicenet-dimension-loras) at 25/50/75/100/125%, the measured target value at each dose, the top-3 ± correlated EmoNet emotions and VoiceNet dimensions, three audio samples per dose, and a grounded prompting tip. Costs are shifts vs. the 24-sample neutral baseline in genuineness, vocal-burst blend and speech quality.

Focus controls the direction of the speaker’s interpersonal attention. The __high LoRA shifts it +0.35 at 125% (worst cost: burst-blend -0.30); the __low LoRA shifts it -0.22 at 125% (worst cost: speech quality -0.24). The __high direction is the stronger, more reliable knob here.
▲ HIGH — Focus __high
Dose-response
dosetargetΔtargetΔgenuΔblendΔqual
baseline (0%)0.365————
25%0.386+0.02+0.00-0.04+0.00
50%0.498+0.13-0.03-0.05-0.01
75%0.486+0.12-0.05-0.05+0.05
100%0.607+0.24-0.08-0.13+0.14
125% ★0.716+0.35-0.06-0.30+0.12
EmoNet emotion correlation
Malevolence/Malice+0.49
Elation+0.39
Interest+0.30
Relief-0.62
Contentment-0.44
Fatigue/Exhaustion-0.43
VoiceNet dimension correlation
Storytelling Style+0.89
Dramatic Style+0.80
Authoritative Style+0.78
Disfluency-0.52
Conversational Style-0.49
Vulnerability-0.49
Listen — 3 samples per dose
25%measured target: 0.63 · 0.31 · 0.57
50%measured target: 0.46 · 0.46 · 0.39
75%measured target: 0.62 · 0.67 · 0.40
100%measured target: 0.46 · 0.91 · 0.55
125% ★measured target: 0.70 · 0.64 · 0.67
Merging Focus __high pushes the dimension: at the recommended 125% dose the measured Focus score moves from a 0.36 baseline to 0.72 (a +0.35 shift). The dose-response is clean and monotonic — each step pushes the dimension further. That reach is a steep cost — the biggest hit is to burst-blend (-0.30); across the board genuineness -0.06, burst-blend -0.30, speech quality +0.12. Emotionally it reads as Malevolence/Malice (r 0.49), Elation (0.39) and Interest (0.30), and it moves away from Relief, Contentment and Fatigue/Exhaustion. On other voice dimensions it co-moves most with Storytelling Style (0.89), Dramatic Style (0.80) and Authoritative Style (0.78), while pulling down Disfluency, Conversational Style and Vulnerability. Practical call: merge __high at 100–125%; expect Malevolence/Malice and Storytelling Style to rise and burst-blend to fall. If you don’t want Malevolence/Malice bleeding in, offset it with a prompt cue toward Relief to keep the focus shift without the side-effect.
▼ LOW — Focus __low
Dose-response
dosetargetΔtargetΔgenuΔblendΔqual
baseline (0%)0.365————
25%0.302-0.06+0.00-0.02-0.01
50%0.317-0.05-0.02-0.03+0.07
75%0.157-0.21+0.00-0.17-0.29
100%0.247-0.12+0.00-0.18-0.12
125% ★0.149-0.22+0.01-0.21-0.24
EmoNet emotion correlation
Interest+0.69
Hope/Enthusiasm/Optimism+0.66
Longing+0.57
Emotional Numbness-0.59
Fatigue/Exhaustion-0.46
Pain-0.44
VoiceNet dimension correlation
Storytelling Style+0.80
Emphasis+0.76
Tempo+0.70
Nasal Resonance-0.60
Conversational Style-0.50
Disfluency-0.45
Listen — 3 samples per dose
25%measured target: 0.25 · 0.19 · 0.28
50%measured target: 0.42 · 0.49 · 0.41
75%measured target: 0.14 · 0.22 · 0.13
100%measured target: 0.09 · 0.56 · 0.27
125% ★measured target: 0.12 · 0.05 · 0.18
Merging Focus __low pulls down the dimension: at the recommended 125% dose the measured Focus score moves from a 0.36 baseline to 0.15 (a -0.22 shift). The dose-response is mostly ordered but noisy between doses. That reach is a real cost — the biggest hit is to speech quality (-0.24); across the board genuineness +0.01, burst-blend -0.21, speech quality -0.24. Emotionally it reads as Interest (r 0.69), Hope/Enthusiasm/Optimism (0.66) and Longing (0.57), and it moves away from Emotional Numbness, Fatigue/Exhaustion and Pain. On other voice dimensions it co-moves most with Storytelling Style (0.80), Emphasis (0.76) and Tempo (0.70), while pulling down Nasal Resonance, Conversational Style and Disfluency. Practical call: merge __low at 100–125%; expect Interest and Storytelling Style to rise and speech quality to fall. If you don’t want Interest bleeding in, offset it with a prompt cue toward Emotional Numbness to keep the focus shift without the side-effect.
Data: MOSS-VA-v2 base + per-dimension LoRA, neutral text, no reference · 5 merge doses × 8 scored samples/dose · correlations are Pearson r over the sample pool · scaling grid · LoRA repo