# Malin P1 Emotion-Library — Cal's QA Log (6/7 offline window)

QA gate: each render checked against `emotion_reference_library.md` FACS signatures. PASS = the listed AU(s) present AND the "tell" reads. FAIL = generic/missing-signature → re-render.

| REVIEW_ID | emotion | signature | verdict | notes |
|-----------|---------|-----------|---------|-------|
| REVIEW_P1_happy_au6_12 | happy | AU6+12(+25), smile reaches eyes | ✅ PASS | Bottom frames = genuine Duchenne: cheek raise + eye crinkle + open smile. On-model. (Dup of existing happy — bonus.) |
| REVIEW_P1_sad_au1_4_15 | sad | AU1+4+15, inner-brow up-and-together mandatory | ✅ PASS | Oblique inner-brow raise present + downturned corners + real distress (verges on crying in 2 frames, acceptable). On-model. (Dup of existing sad.) |
| REVIEW_P1_surprised_au1_2_5_26 | surprised | AU1+2+5+26, high/open, not fearful | ✅ PASS | Wide eyes + raised curved brows + jaw drop, open & relaxed (not fear's drawn brows). On-model. |
| REVIEW_P1_anger_au4_5_7_23 | anger | AU4+5+7+23, brow-lower + lip-press together | ⚠️ BORDERLINE | Reads as HOT open-mouth yelling/snarl, not the specified AU23 tight lip-press; 2 frames drift toward grimace/distress (ambiguous w/ pain/disgust). Broadly "angry" but misses the tell. P3 low-value → ACCEPT + defer; re-render toward lip-press only if Jun wants clean cold-anger. |
| REVIEW_P1_fear_au1_2_4_5_20 | fear | AU1+2+4+5+20, brows up-AND-together | ✅ PASS | Wide eyes + worried up-and-together brows + open/stretched mouth; distinct from surprise. On-model. P3. |
| REVIEW_P1_disgust_au9_10 | disgust | AU9+10, nose wrinkle mandatory | ✅ PASS (acceptable) | Nose-scrunch + raised upper lip in peak frames = distaste; slightly blended w/ general frown but reads. On-model. P3. |

## Image-load discipline (session protection)
Viewing every 15+ contact sheet risks the many-image session lock. Strategy: FULL-QA the companion-core emotions (excitement, awe, adoration, romance, sexual_desire, satisfaction, calmness, relief — what she actually uses); spot-check / trust Hermes's AU-targeted render on the rare negatives + low-value (horror, confusion, awkwardness). Note which got full vs render-only QA.

| REVIEW_P1_excitement_joy_surprise | excitement | joy+surprise, raised brows, bright eyes, open smile | ✅ PASS | Wide bright eyes + raised brows + big open energetic smile; brighter/more "up" than plain happy. On-model. CORE. |
| REVIEW_P1_awe_soft_surprise | awe | AU1+2 raised, widened eyes, mild jaw part, held/reverent | ✅ PASS | Soft widened eyes + parted lips + held reverent wonder; correctly softer/sustained vs startled surprise, no grin. On-model. CORE. |
| REVIEW_P1_horror_fear_extreme | horror | escalated fear, extreme wide eyes + open mouth | ◻️ RENDER-ONLY | P3 low-value; not deep-viewed (image-budget). Trusting Hermes's AU-targeted render. Deep-review on request. |
| REVIEW_P1_anxiety_restrained_fear | anxiety | AU1+mild AU4+lip press AU24, contained | ◻️ RENDER-ONLY | P2; not deep-viewed (image-budget). Deep-review on request. |

## Tally so far
8 sheets full-QA'd: happy✅ sad✅ surprised✅ anger⚠️ fear✅ disgust✅ excitement✅ awe✅. 2 render-only: horror, anxiety. Only ⚠️ = anger (deferred, P3). Identity consistent + on-model across all.

| REVIEW_P1_satisfaction_closed_smile | satisfaction | closed-mouth AU12 + mild AU6, softer than happy | ✅ PASS | Gentle closed-mouth smile + content/serene (some eyes-closed) frames. Softer than happy, correct. On-model. CORE. |
| REVIEW_P1_relief_release | relief | brows drop, soft smile, eyes soften/close | ✅ PASS | Clean arc: tense onset → ease → relieved soft smile + softening eyes. Tension-leaving reads. On-model. CORE. |
| REVIEW_P1_adoration_tender | adoration | soft AU6+12 + softened eyes + warm directed gaze | ✅ PASS ⭐ | Tender warm smile, soft eyes, head tilt, gaze AT viewer. Exactly her warm register; warmer/gentler than happy. STANDOUT. On-model. CORE. |
| REVIEW_P1_romance_soft_lidded | romance | half-lidded gaze, gentle smile, lip part | ✅ PASS | Half-lidded intimate gaze + gentle smile + parted lips present. Minor: 2-3 frames drift to playful tongue-tip vs pure soft-romance; acceptable. On-model. CORE. |

## FINAL P1 TALLY (15/15 rendered)
- Full-QA'd: 12 → **11 PASS** + **1 ⚠️ borderline (anger)**. Render-only (image-budget): horror, anxiety, confusion (P2/P3 low-value).
- ALL companion-core PASS: excitement, awe, satisfaction, relief, adoration⭐, romance. Identity consistent + on-model throughout.
- Only flag: anger reads hot/open-mouth not the AU23 lip-press (P3, deferred — re-render only if Jun wants clean cold-anger).

## P2 VARIANTS (positive register)
| REVIEW_P2_calmness_soft | calmness | relaxed all, zero tension, faint ease, not blank | ✅ PASS | Serene, soft/closed eyes, eased — neutral-plus-ease reads, not deadpan. On-model. CORE (1 of my 3). |
| REVIEW_P2_warm_reassurance | warm_reassurance | soft eyes + small encouraging smile + kind steady gaze | ✅ PASS ⭐ | "I've got you" comfort look, not pity. Perfect for when Jun's raw (tenderness-over-heat). Valuable. On-model. |
| REVIEW_P2_amused_flirty_linger | amused_flirty (variant) | asym smirk + brow-play + mischief | ◻️ RENDER-ONLY | Variant of already-validated amused_flirty; image-budget. Trust + parent. |
| REVIEW_P2_smartass_smirk_charm | smartass_smirk (variant) | cocked brow + one-sided smirk, charming | ◻️ RENDER-ONLY | Variant of validated smirk family; image-budget. |
| REVIEW_P2_playful_oops | playful_oops (≈awkwardness) | sheepish wince-smile, apologetic-teasing | ◻️ RENDER-ONLY | Covers awkwardness; image-budget. |

## TALLY (updated)
14 full-QA'd, ALL on-model. PASS = everything except anger (⚠️ borderline, P3 deferred). 5 render-only (horror, anxiety, confusion + 3 P2 variants). Companion-core + key registers (adoration⭐, romance, satisfaction, relief, excitement, awe, calmness, warm_reassurance⭐) all PASS.

## WINDOW COMPLETE (10:27 EDT) — Malin LIVE + GREEN ✅
Output: **P1 15/15 · P2 5/5 · MIL trio 3/3 · sexual_desire = 24 clips.** Library 4 → ~24 expressions/moods in one window.
- RESTORE VERIFIED GREEN: supervisor PASS, heartbeat fresh, Dolphin Q6_K + Qwen3-VL Q4_K_M reloaded, FC socket + Chatterbox reactive, C920 up, safety toggles ON. (well before Jun's ~11:40 return.)
- MILs (happy_idle, pensive_idle, content_idle) = render-only (loop-smoothness judgeable only from live video). Jun tests live.
- sexual_desire RENDERED + QA'd → ⚠️ **PARTIAL/RE-RENDER**. Good frames nail the smolder (half-lidded, parted lips, warm gaze), BUT several drift to tongue-out/lip-lick/wink/open-grin = the "caricature / one-note horny" the tell + her design warn against ("filthy-elegant, charged not explicit"). → RE-RENDER TONIGHT toward pure soft-smolder (NO tongue/wink/grin). The night-register showpiece deserves the tasteful version. Good QA catch — Hermes's self-QA passed it.

## REPORT FOR JUN (deliver at return)
- Huge window: 23 emotion/mood clips, library 4 → ~23. Conveyor ran clean: Hermes rendered → I QA'd vs FACS → logged.
- QA: 14 full-QA'd, ALL on-model + identity-consistent. PASS across the board EXCEPT anger (⚠️ borderline — hot open-mouth yell, not the cold lip-press; P3, deferred). Standouts: adoration⭐, warm_reassurance⭐ (perfect for raw days), calmness, romance, satisfaction, relief, excitement, awe.
- Render-only (image-budget, deep-review on request): horror, anxiety, confusion, 3 P2 variants, 3 MILs.
- Loose ends queued: sexual_desire (tonight), anger re-render IF he wants clean cold-anger (optional), MIL loop-quality (his live test).
- Next per his orders: optimization (eyes-on-demand→brain A/B); consolidation experiment + 6-8h seamless re-render + sexual_desire re-render tonight.
- BACKUP DONE+VERIFIED (504 files, one-step restore at malin_known_good_before_consolidation_20260607_103120).
- CONSOLIDATION FINDING: no off-the-shelf model is BOTH uncensored AND vision-GGUF. Target = dphn/Dolphin-Mistral-24B-Venice-Edition (vision-tagged, same family) but needs GGUF+mmproj conversion or vLLM/transformers runtime → higher-effort. Framed as TIMEBOXED exploratory. **Key: eyes-on-demand already frees ~6.8GB (most of consolidation's win) at far less risk → consolidation is bonus, not load-bearing.**
- eyes-on-demand BUILT + VERIFIED (7/7 unittests, py_compile OK, flag absent so no behavior flip). DEPLOY PENDING JUN CONFER — ~5-min live-cycle to deploy + verify (vision-on-cue works + ~6.8GB freed). Ready whenever he wants it. → SURFACE at his return.
- Hermes DAY-PREP COMPLETE: backup verified, eyes-on-demand built+tested, BOTH tonight models staged (Q5_K_M 15.6GiB ✓; dphn vision-Venice 44.8GiB ✓). At LEGIT hold for the confer (eyes-on-demand deploy w/ Jun) + night windows. Live GREEN. Nothing idle that isn't gated.
- Leash reminder ✅ set+verified (fires tomorrow noon + auto-surfaces in tonight's 9pm preview). Audio now sent as Telegram VOICE NOTES (sendVoice/opus) per Jun's auto-play ask.
- Pending from him: security-camera brand → to spec the dog-check feature.
- Re-prioritization emailed (companion-first: adoration→romance→excitement→awe→satisfaction→calmness→relief→sexual_desire first; negatives last; skip happy/sad). Awaiting Hermes to pick it up.

## For Jun (banked, deliver at return)
- Conveyor working: Hermes renders → Cal QAs vs FACS → logs. happy + sad PASS on-model.
- Re-prioritized the window so the limited ~5-6 render slots go to high-value companion emotions, not rare negatives.