Anger and controlled ranting
2200 evaluated takes across 22 recipe cells.
Best observed starting point: repair-canonical_both, CFG 1.5.
CANONICALTwo frozen models. Exact instructions, matched seeds and complete take distributions. Find a promising recipe quickly, then inspect its limitations and listen.
Model, weights and inference code Pinned revision
Start around 2–2.5 for strong steering, not as a universal optimum. CFG 1 already uses the full conditional emotional prompt: it does not mean neutral or unprompted speech. These selected-CFG versus CFG-1 comparisons keep wording fixed, with 100 takes per arm across English/German, five seeds and both reference conditions.
| Humaneness Voice Large 1.5 Alpha | Anger and controlled ranting | 1.5 | 0.423 → 0.563 | Matched takes and quality diagnostics |
| Humaneness Voice Large 1.5 Alpha | Intelligible intimate whispering | 2.0 | 0.310 → 0.507 | Matched takes and quality diagnostics |
The target score is the normalized EARS steering objective printed on the scenario: anger here combines anger and ranting, whereas whisper uses the whisper head. It is not an emotion probability. Higher steering modestly reduced Content Enjoyment in these comparisons; intelligibility and identity must still be checked.
Could CFG 4–5 be better? Exploratory shock/transformation probes reached high target scores at 3–5, but their wording also changed. They do not isolate the CFG effect or demonstrate reliable nonverbal bursts. For a new task compare 1, 2, 2.5 and 3 with identical wording, text, reference, seed and frame cap; use 4–5 as explicitly labeled stress tests. No global best value for all 40 emotions has been established.
The ongoing full study adds a fixed-wording CFG sweep at 1, 1.25, 1.5, 2, 2.5 and 3. Its completed evidence will appear on the target pages. Machine-readable CFG guidance.
The released original1.3base plus its final cumulative rank128RL adapter once. Do not merge it twice.
Both models are frozen throughout these searches. They are not newly trained checkpoints. Exact GENERAL/SCRIPT format, reference limits and CFG code.
2200 evaluated takes across 22 recipe cells.
Best observed starting point: repair-canonical_both, CFG 1.5.
CANONICAL2200 evaluated takes across 22 recipe cells.
Best observed starting point: repair-canonical_both, CFG 2.0.
CANONICAL5100 evaluated takes across 51 recipe cells.
Best observed starting point: creative-cfg-five-stress, CFG 5.
CANONICAL5100 evaluated takes across 51 recipe cells.
Best observed starting point: creative-cfg-four-stress, CFG 4.
CANONICAL1900 evaluated takes across 19 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL1900 evaluated takes across 19 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL1900 evaluated takes across 19 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p09, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p09, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p09, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p07, CFG 1.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p05, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p01, CFG 1.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p05, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p04, CFG 2.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p09, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p09, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p08, CFG 2.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p05, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p05, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p08, CFG 2.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p05, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p09, CFG 2.5.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p06, CFG 3.
CANONICAL900 evaluated takes across 9 recipe cells.
Best observed starting point: g0-p03, CFG 1.5.
CANONICALNew follow-up planned/running. No result is claimed yet.
New follow-up planned/running. No result is claimed yet.
Anger benefits from an audible intention and physical delivery cues; whispering should specify breath, restraint and intelligibility rather than only requesting low volume. These are hypotheses supported by the listed development examples, not universal guarantees. Burst-heavy scenes remain harder, and their detector/timing limitations are shown beside the recipes.