Humaneness intense bucket LoRAs

Standard vs manual prompts: matched LoRA / CFG comparison

The original grid used generic GENERAL/SCRIPT directions at CFG1. It did not systematically use target-specific manual winners. The new study freezes the actual rank-4 manual wording, preserves every literal word, seed, reference, adapter and frame budget, then independently varies CFG and adapter strength. The previous recordings and conclusions remain below.

Ranking:100% requested EARS emotion/style head, standardized using frozen training statistics; low-pole targets reverse the sign. Formal/casual contrasts average the desired head and negative opposite head. CE and genuineness are diagnostics. Higher target z means stronger desired delivery, not a human rating. More CFG is not automatically better.

Selection:20 original-text outcomes per configuration select wording, CFG and scale. Fifty additional unseen-text reference pairs test the frozen choices. A recommended adapter must improve against both the same-CFG no-adapter control and the best manual-only setting. Quality gates: per-take WER≤15%, mean WER≤10%, valid/terminated fraction≥90%, paired identity change≥−0.05 over50pairs. Failed outcomes stay visible. Language-cluster bootstrap intervals use only five fixed reference voices; findings across72targets remain exploratory.

Five languages: EN/DE/FR/NL/ES; original seeds1701/1702; reference187frames/14.96seconds. CFG1/1.25/1.5/2/2.5/3/4/5 × bucket strength0/0.5/0.75/1. CFG4/5 are stress conditions, not presumed improvements. No-reference use of these bucket recommendations has not been validated.

Taxonomy:S_MONO means Monologue, S_TECH means Teacher/Didactic, VOLT means Volatility. The two corrected style recipes and17dimension/contrast recipes are new searches, not historical manual winners.53other targets reuse directly applicable manual recipes.

Best tested agent route: Use manual-only configuration; no clear qualifying incremental adapter gain. Bucket scale 0.0, CFG 4.0.

Held-out condition	n	Target z↑	Raw head	CE↑	Genuine↑	Voice↑	WER↓	Valid	QA
standard	50	-0.480	0.000	6.263	4.362	0.578	0.006	1.000	pass
manual	50	-0.460	0.010	5.977	4.542	0.588	0.024	0.980	pass
adapter	50	-0.462	0.009	5.956	4.520	0.594	0.041	0.920	pass
matched_no_adapter	50	-0.460	0.010	5.977	4.542	0.588	0.024	0.980	pass

Incremental adapter gain versus same-CFG control: -0.002 z;95% cluster interval [-0.008828122707002494, 0.005742194256246636]. Versus best manual-only: -0.002 z. Manual-only versus standard: 0.021 z.

All32development CFG × strength cells

Scale	CFG	Target z	CE	Genuine	WER	Provisional QA
0.0	1.0	-0.479	6.192	4.436	0.000	True
0.5	1.0	-0.475	6.184	4.457	0.000	True
0.75	1.0	-0.467	6.152	4.392	0.003	True
1.0	1.0	-0.474	6.138	4.370	0.000	True
0.0	1.25	-0.479	6.148	4.359	0.000	True
0.5	1.25	-0.469	6.114	4.385	0.005	True
0.75	1.25	-0.471	6.145	4.371	0.000	True
1.0	1.25	-0.458	6.143	4.453	0.000	True
0.0	1.5	-0.465	6.127	4.441	0.000	True
0.5	1.5	-0.463	6.113	4.417	0.003	True
0.75	1.5	-0.469	6.132	4.474	0.003	True
1.0	1.5	-0.469	6.110	4.447	0.003	True
0.0	2.0	-0.463	6.110	4.484	0.006	True
0.5	2.0	-0.458	6.053	4.441	0.000	True
0.75	2.0	-0.457	5.990	4.513	0.014	True
1.0	2.0	-0.464	6.062	4.441	0.006	True
0.0	2.5	-0.462	6.045	4.480	0.003	True
0.5	2.5	-0.460	6.062	4.529	0.000	True
0.75	2.5	-0.456	5.983	4.493	0.012	True
1.0	2.5	-0.455	5.990	4.460	0.000	True
0.0	3.0	-0.457	5.935	4.460	0.003	True
0.5	3.0	-0.453	5.938	4.513	0.000	True
0.75	3.0	-0.456	5.916	4.444	0.000	True
1.0	3.0	-0.451	5.919	4.502	0.006	True
0.0	4.0	-0.440	5.851	4.479	0.016	True
0.5	4.0	-0.444	5.773	4.430	0.006	True
0.75	4.0	-0.452	5.830	4.469	0.012	True
1.0	4.0	-0.442	5.781	4.483	0.016	True
0.0	5.0	-0.444	5.692	4.440	0.009	True
0.5	5.0	-0.447	5.689	4.413	0.015	True
0.75	5.0	-0.450	5.618	4.377	0.026	True
1.0	5.0	-0.443	5.700	4.435	0.018	True

Selected English acting directions and their provenance

direct_manual_recipe

{
  "id": "manual-c1306bd27b08",
  "general": "Adopt a heavy, resonant vocal quality that sounds deliberately slow and weighty, using pauses as weapons to emphasize underlying suspicion and control.",
  "inline": [
    "Begin with a deep, deliberate breath that forces a slow, measured enunciation of the first phrase.",
    "Insert a significant, pregnant pause mid-thought, letting the silence itself communicate the weight of the perceived slight.",
    "Conclude the statement with a low, drawn-out vowel sound that trails off, suggesting unresolved resentment."
  ],
  "cfg": 3,
  "recipe": "P02",
  "strategy": "local-Gemma-mutation",
  "timing_syntax": "canonical",
  "canonical_labels": true,
  "neutral_event": "keep",
  "parent": "cfg-3",
  "origin": "exact_frozen_manual_recipe"
}

Exact machine-readable comparison · Agent tool recommendations

Condition	n	Target score ↑	Content Enjoyment ↑	Genuineness ↑	WER ↓
Merged base, no bucket adapter	20	0.318 ± 0.010	6.183 ± 0.146	4.339 ± 0.266	0.31% ± 1.40
Rank32 × 0.5	20	0.315 ± 0.007	6.215 ± 0.107	4.279 ± 0.225	0.00% ± 0.00
Rank32 × 0.75	20	0.316 ± 0.010	6.212 ± 0.117	4.385 ± 0.208	1.67% ± 7.45
Rank32 × 1.0	20	0.314 ± 0.008	6.224 ± 0.105	4.375 ± 0.164	0.00% ± 0.00

English

Fixed speaker reference:

Condition	n	Target score ↑	Content Enjoyment ↑	Genuineness ↑	WER ↓
Merged base, no bucket adapter	4	0.313 ± 0.006	6.336 ± 0.082	4.101 ± 0.208	0.00% ± 0.00
Rank32 × 0.5	4	0.309 ± 0.009	6.269 ± 0.064	4.118 ± 0.364	0.00% ± 0.00
Rank32 × 0.75	4	0.315 ± 0.008	6.336 ± 0.071	4.272 ± 0.185	0.00% ± 0.00
Rank32 × 1.0	4	0.316 ± 0.010	6.269 ± 0.062	4.266 ± 0.191	0.00% ± 0.00

Prompt / seed	Merged base · no new LoRA	Rank32 × 0.5	Rank32 × 0.75	Rank32 × 1.0
Seed 1701 The door is still open. I put your coat on the chair. Tell me when you are ready. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] The door is still open. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] I put your coat on the chair. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Tell me when you are ready.	Target 0.314 · CE 6.32 · Genuine 3.97 · WER 0.0%	Target 0.318 · CE 6.26 · Genuine 4.10 · WER 0.0%	Target 0.319 · CE 6.29 · Genuine 4.02 · WER 0.0%	Target 0.314 · CE 6.18 · Genuine 4.01 · WER 0.0%
Seed 1702 The door is still open. I put your coat on the chair. Tell me when you are ready. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] The door is still open. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] I put your coat on the chair. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Tell me when you are ready.	Target 0.318 · CE 6.23 · Genuine 3.88 · WER 0.0%	Target 0.314 · CE 6.18 · Genuine 3.61 · WER 0.0%	Target 0.324 · CE 6.34 · Genuine 4.33 · WER 0.0%	Target 0.331 · CE 6.27 · Genuine 4.24 · WER 0.0%
Seed 1701 I found the little box. It was beside the old window. We can look inside together. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] I found the little box. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] It was beside the old window. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] We can look inside together.	Target 0.313 · CE 6.41 · Genuine 4.28 · WER 0.0%	Target 0.306 · CE 6.32 · Genuine 4.39 · WER 0.0%	Target 0.313 · CE 6.44 · Genuine 4.46 · WER 0.0%	Target 0.311 · CE 6.32 · Genuine 4.43 · WER 0.0%
Seed 1702 I found the little box. It was beside the old window. We can look inside together. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] I found the little box. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] It was beside the old window. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] We can look inside together.	Target 0.304 · CE 6.39 · Genuine 4.28 · WER 0.0%	Target 0.299 · CE 6.32 · Genuine 4.37 · WER 0.0%	Target 0.304 · CE 6.28 · Genuine 4.28 · WER 0.0%	Target 0.310 · CE 6.31 · Genuine 4.39 · WER 0.0%

German

Fixed speaker reference:

Condition	n	Target score ↑	Content Enjoyment ↑	Genuineness ↑	WER ↓
Merged base, no bucket adapter	4	0.327 ± 0.012	6.297 ± 0.107	4.371 ± 0.184	1.56% ± 3.12
Rank32 × 0.5	4	0.322 ± 0.004	6.275 ± 0.084	4.277 ± 0.170	0.00% ± 0.00
Rank32 × 0.75	4	0.329 ± 0.011	6.326 ± 0.079	4.435 ± 0.163	0.00% ± 0.00
Rank32 × 1.0	4	0.319 ± 0.012	6.350 ± 0.090	4.401 ± 0.173	0.00% ± 0.00

Prompt / seed	Merged base · no new LoRA	Rank32 × 0.5	Rank32 × 0.75	Rank32 × 1.0
Seed 1701 Die Tür ist noch offen. Ich habe deinen Mantel auf den Stuhl gelegt. Sag mir, wenn du bereit bist. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Die Tür ist noch offen. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Ich habe deinen Mantel auf den Stuhl gelegt. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Sag mir, wenn du bereit bist.	Target 0.327 · CE 6.32 · Genuine 4.55 · WER 0.0%	Target 0.326 · CE 6.17 · Genuine 4.52 · WER 0.0%	Target 0.341 · CE 6.27 · Genuine 4.56 · WER 0.0%	Target 0.333 · CE 6.28 · Genuine 4.51 · WER 0.0%
Seed 1702 Die Tür ist noch offen. Ich habe deinen Mantel auf den Stuhl gelegt. Sag mir, wenn du bereit bist. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Die Tür ist noch offen. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Ich habe deinen Mantel auf den Stuhl gelegt. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Sag mir, wenn du bereit bist.	Target 0.344 · CE 6.14 · Genuine 4.51 · WER 0.0%	Target 0.325 · CE 6.26 · Genuine 4.20 · WER 0.0%	Target 0.333 · CE 6.27 · Genuine 4.21 · WER 0.0%	Target 0.324 · CE 6.28 · Genuine 4.49 · WER 0.0%
Seed 1701 Ich habe die kleine Schachtel gefunden. Sie stand neben dem alten Fenster. Wir können gemeinsam hineinschauen. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Ich habe die kleine Schachtel gefunden. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Sie stand neben dem alten Fenster. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Wir können gemeinsam hineinschauen.	Target 0.320 · CE 6.34 · Genuine 4.26 · WER 6.2%	Target 0.318 · CE 6.36 · Genuine 4.26 · WER 0.0%	Target 0.315 · CE 6.33 · Genuine 4.43 · WER 0.0%	Target 0.306 · CE 6.36 · Genuine 4.14 · WER 0.0%
Seed 1702 Ich habe die kleine Schachtel gefunden. Sie stand neben dem alten Fenster. Wir können gemeinsam hineinschauen. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Ich habe die kleine Schachtel gefunden. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Sie stand neben dem alten Fenster. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Wir können gemeinsam hineinschauen.	Target 0.315 · CE 6.39 · Genuine 4.17 · WER 0.0%	Target 0.321 · CE 6.31 · Genuine 4.13 · WER 0.0%	Target 0.328 · CE 6.44 · Genuine 4.55 · WER 0.0%	Target 0.313 · CE 6.48 · Genuine 4.46 · WER 0.0%

French

Fixed speaker reference:

Condition	n	Target score ↑	Content Enjoyment ↑	Genuineness ↑	WER ↓
Merged base, no bucket adapter	4	0.315 ± 0.016	6.152 ± 0.061	4.583 ± 0.169	0.00% ± 0.00
Rank32 × 0.5	4	0.312 ± 0.003	6.239 ± 0.049	4.476 ± 0.154	0.00% ± 0.00
Rank32 × 0.75	4	0.311 ± 0.009	6.162 ± 0.039	4.558 ± 0.037	0.00% ± 0.00
Rank32 × 1.0	4	0.313 ± 0.007	6.168 ± 0.092	4.503 ± 0.100	0.00% ± 0.00

Prompt / seed	Merged base · no new LoRA	Rank32 × 0.5	Rank32 × 0.75	Rank32 × 1.0
Seed 1701 La porte est encore ouverte. J’ai posé ton manteau sur la chaise. Dis-moi quand tu es prêt. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] La porte est encore ouverte. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] J’ai posé ton manteau sur la chaise. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Dis-moi quand tu es prêt.	Target 0.300 · CE 6.18 · Genuine 4.52 · WER 0.0%	Target 0.309 · CE 6.21 · Genuine 4.39 · WER 0.0%	Target 0.300 · CE 6.16 · Genuine 4.53 · WER 0.0%	Target 0.313 · CE 6.09 · Genuine 4.52 · WER 0.0%
Seed 1702 La porte est encore ouverte. J’ai posé ton manteau sur la chaise. Dis-moi quand tu es prêt. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] La porte est encore ouverte. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] J’ai posé ton manteau sur la chaise. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Dis-moi quand tu es prêt.	Target 0.303 · CE 6.06 · Genuine 4.51 · WER 0.0%	Target 0.311 · CE 6.19 · Genuine 4.33 · WER 0.0%	Target 0.307 · CE 6.12 · Genuine 4.58 · WER 0.0%	Target 0.303 · CE 6.12 · Genuine 4.40 · WER 0.0%
Seed 1701 J’ai trouvé la petite boîte. Elle était près de la vieille fenêtre. Nous pouvons regarder ensemble ce qu’elle contient. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] J’ai trouvé la petite boîte. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Elle était près de la vieille fenêtre. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Nous pouvons regarder ensemble ce qu’elle contient.	Target 0.325 · CE 6.17 · Genuine 4.83 · WER 0.0%	Target 0.314 · CE 6.25 · Genuine 4.49 · WER 0.0%	Target 0.320 · CE 6.16 · Genuine 4.52 · WER 0.0%	Target 0.314 · CE 6.16 · Genuine 4.46 · WER 0.0%
Seed 1702 J’ai trouvé la petite boîte. Elle était près de la vieille fenêtre. Nous pouvons regarder ensemble ce qu’elle contient. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] J’ai trouvé la petite boîte. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Elle était près de la vieille fenêtre. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Nous pouvons regarder ensemble ce qu’elle contient.	Target 0.332 · CE 6.20 · Genuine 4.47 · WER 0.0%	Target 0.315 · CE 6.30 · Genuine 4.68 · WER 0.0%	Target 0.315 · CE 6.21 · Genuine 4.60 · WER 0.0%	Target 0.320 · CE 6.30 · Genuine 4.63 · WER 0.0%

Dutch

Fixed speaker reference:

Condition	n	Target score ↑	Content Enjoyment ↑	Genuineness ↑	WER ↓
Merged base, no bucket adapter	4	0.317 ± 0.006	6.146 ± 0.074	4.222 ± 0.057	0.00% ± 0.00
Rank32 × 0.5	4	0.315 ± 0.005	6.048 ± 0.098	4.197 ± 0.095	0.00% ± 0.00
Rank32 × 0.75	4	0.314 ± 0.004	6.108 ± 0.087	4.366 ± 0.142	8.33% ± 16.67
Rank32 × 1.0	4	0.315 ± 0.004	6.134 ± 0.084	4.355 ± 0.160	0.00% ± 0.00

Prompt / seed	Merged base · no new LoRA	Rank32 × 0.5	Rank32 × 0.75	Rank32 × 1.0
Seed 1701 De deur staat nog open. Ik heb je jas op de stoel gelegd. Zeg maar wanneer je klaar bent. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] De deur staat nog open. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Ik heb je jas op de stoel gelegd. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Zeg maar wanneer je klaar bent.	Target 0.311 · CE 6.17 · Genuine 4.18 · WER 0.0%	Target 0.320 · CE 6.17 · Genuine 4.19 · WER 0.0%	Target 0.311 · CE 6.17 · Genuine 4.29 · WER 0.0%	Target 0.313 · CE 6.09 · Genuine 4.21 · WER 0.0%
Seed 1702 De deur staat nog open. Ik heb je jas op de stoel gelegd. Zeg maar wanneer je klaar bent. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] De deur staat nog open. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Ik heb je jas op de stoel gelegd. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Zeg maar wanneer je klaar bent.	Target 0.323 · CE 6.04 · Genuine 4.21 · WER 0.0%	Target 0.318 · CE 6.04 · Genuine 4.20 · WER 0.0%	Target 0.318 · CE 6.19 · Genuine 4.23 · WER 0.0%	Target 0.320 · CE 6.25 · Genuine 4.56 · WER 0.0%
Seed 1701 Ik heb het kleine doosje gevonden. Het stond naast het oude raam. We kunnen er samen in kijken. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Ik heb het kleine doosje gevonden. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Het stond naast het oude raam. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] We kunnen er samen in kijken.	Target 0.311 · CE 6.17 · Genuine 4.19 · WER 0.0%	Target 0.315 · CE 5.94 · Genuine 4.08 · WER 0.0%	Target 0.318 · CE 6.01 · Genuine 4.38 · WER 33.3%	Target 0.313 · CE 6.06 · Genuine 4.41 · WER 0.0%
Seed 1702 Ik heb het kleine doosje gevonden. Het stond naast het oude raam. We kunnen er samen in kijken. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Ik heb het kleine doosje gevonden. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Het stond naast het oude raam. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] We kunnen er samen in kijken.	Target 0.322 · CE 6.21 · Genuine 4.31 · WER 0.0%	Target 0.309 · CE 6.05 · Genuine 4.31 · WER 0.0%	Target 0.311 · CE 6.05 · Genuine 4.56 · WER 0.0%	Target 0.313 · CE 6.13 · Genuine 4.25 · WER 0.0%

Spanish

Fixed speaker reference:

Condition	n	Target score ↑	Content Enjoyment ↑	Genuineness ↑	WER ↓
Merged base, no bucket adapter	4	0.318 ± 0.008	5.985 ± 0.057	4.418 ± 0.394	0.00% ± 0.00
Rank32 × 0.5	4	0.313 ± 0.004	6.245 ± 0.048	4.327 ± 0.168	0.00% ± 0.00
Rank32 × 0.75	4	0.312 ± 0.007	6.126 ± 0.032	4.296 ± 0.348	0.00% ± 0.00
Rank32 × 1.0	4	0.308 ± 0.006	6.197 ± 0.054	4.352 ± 0.171	0.00% ± 0.00

Prompt / seed	Merged base · no new LoRA	Rank32 × 0.5	Rank32 × 0.75	Rank32 × 1.0
Seed 1701 La puerta sigue abierta. He dejado tu abrigo sobre la silla. Dime cuándo estás listo. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] La puerta sigue abierta. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] He dejado tu abrigo sobre la silla. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Dime cuándo estás listo.	Target 0.322 · CE 5.93 · Genuine 4.25 · WER 0.0%	Target 0.309 · CE 6.28 · Genuine 4.34 · WER 0.0%	Target 0.314 · CE 6.12 · Genuine 4.23 · WER 0.0%	Target 0.307 · CE 6.28 · Genuine 4.16 · WER 0.0%
Seed 1702 La puerta sigue abierta. He dejado tu abrigo sobre la silla. Dime cuándo estás listo. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] La puerta sigue abierta. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] He dejado tu abrigo sobre la silla. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Dime cuándo estás listo.	Target 0.306 · CE 6.06 · Genuine 3.94 · WER 0.0%	Target 0.318 · CE 6.19 · Genuine 4.19 · WER 0.0%	Target 0.304 · CE 6.11 · Genuine 3.86 · WER 0.0%	Target 0.318 · CE 6.17 · Genuine 4.26 · WER 0.0%
Seed 1701 He encontrado la cajita. Estaba junto a la ventana vieja. Podemos mirar juntos lo que hay dentro. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] He encontrado la cajita. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Estaba junto a la ventana vieja. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Podemos mirar juntos lo que hay dentro.	Target 0.322 · CE 5.97 · Genuine 4.78 · WER 0.0%	Target 0.311 · CE 6.28 · Genuine 4.56 · WER 0.0%	Target 0.320 · CE 6.10 · Genuine 4.70 · WER 0.0%	Target 0.304 · CE 6.18 · Genuine 4.51 · WER 0.0%
Seed 1702 He encontrado la cajita. Estaba junto a la ventana vieja. Podemos mirar juntos lo que hay dentro. Exact GENERAL / SCRIPT prompt GENERAL: One adult speaker in a clean recording. Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word. SCRIPT: (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] He encontrado la cajita. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.8 seconds duration] Estaba junto a la ventana vieja. (Intense Jealousy and Envy. Make the requested delivery clearly audible, not merely implied by the words. Preserve every word.) [3.2 seconds duration] Podemos mirar juntos lo que hay dentro.	Target 0.320 · CE 5.98 · Genuine 4.70 · WER 0.0%	Target 0.315 · CE 6.22 · Genuine 4.21 · WER 0.0%	Target 0.309 · CE 6.17 · Genuine 4.39 · WER 0.0%	Target 0.304 · CE 6.16 · Genuine 4.48 · WER 0.0%

Intense Jealousy and Envy · rank32 comparison

Humaneness Voice Large 1.5 and 1.6 Alpha — model and manual navigation

Standard vs manual prompts: matched LoRA / CFG comparison

What is compared?

English

German

French

Dutch

Spanish