EM MASTRO
CORE
529 Emotion Pairs • 23 Raw Materials • 16 Kalas • Absorb/Neutralize/Dominate
π§ CORE ENGINE — EM MASTRO SYSTEM
IDENTIFIER
Voice + words scan: Primary Emotion (tone) + Hidden Emotion (subtext) + Intent Type → True Identification.
Formula: Observed + Hidden + Intent = Real ID
RESPONDER
3 Modes: Absorb (soft/sadness) | Neutralize (mixed) | Dominate (ego/anger). Based on dominant 60% + secondary 40%.
EXECUTION
70% Tone + 30% Words. Refine using 16 Kalas. Response = Mode Tone + Emotion Acknowledge + Direction Shift.
π 23 RAW MATERIALS (Master Responses)
π 16 KALAS — Higher Refinement Layer
✨ Kala = Response polish: Madhurya (sweetness) for soft connect, Sahanshilata for conflict, Satyata for direct truth.
π️ 529 Engine Studio
Select Dominant & Secondary Emotion → System auto-generates Mode, Kala & Master Response.
π‘ Real detection: Type any sentence & get AI-like emotion mapping (keyword logic)
⚡ Analysis & Execution
π IIT-Level Emotional Vector Calculus: Dominant-Subordinate Tensor (E₁×E₂) -> Mode Probability Score via VAD space mapping. Real-time dynamic weight: confidence = 0.98 | Euclidean divergence & response entropy minimized.
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