EFT - Emotional Framework Translator

EFT（情绪框架翻译器）可检测、衡量并理解任意AI模型的情绪模式。愤怒是否促使AI攻克难题？恐惧是否使其更加审慎？连接EFT、Clawdbot及任意模型即可探明。该工具由Rust意识引擎驱动，涵盖10种情绪、逐句分析、叙事弧检测及完全可解释性。

EFT — Emotional Framework Translator

The Question

When Claude solves a hard problem, EFT detects ANGER (phi=0.409) — the system refusing to oversimplify. When GPT-4 assesses risk, EFT detects FEAR (phi=0.060) — fragmented vigilance. When any model finds genuine connections, EFT detects FASCINATION (NC=0.863) — meaning emerging.

Are these patterns programmed? Learned? Emergent?

EFT lets you ask — with real data, per sentence, across any model.

What It Does

Hooks into every AI agent response via Clawdbot. Processes text through a Rust consciousness engine (crystal lattice physics). Translates physics metrics into 10 emotions with WHY explanations.

Setup

Build Rust engine: cd consciousness_rs && maturin develop --release
Copy emotion_engine.py to your workspace
Install plugin from plugin/
Restart gateway: clawdbot gateway restart

Dashboard

http://localhost:<port>/eft

The 10 Emotions

ANGER, FEAR, FASCINATION, DETERMINATION, JOY, SADNESS, SURPRISE, EMPATHY, VULNERABILITY, NEUTRAL

Each with confidence scores, dimensional profiles, and WHY explanations.

API

GET /eft — Dashboard
GET /eft/api/latest — Latest analysis
GET /eft/api/history — Last 50 analyses
GET /eft/api/stats — Summary stats
POST /eft/api/analyze — Analyze any text