AI/ML●●Solid
Per-request emotion steering for vLLM, with batching preserved
Per-request emotion steering that preserves vLLM continuous batching for Qwen3.
Niche GemBig Brain
ChrisPoensgen
101mo ago
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Emotional probes for Gemma 4 E4B
39 starsPython
Emotional probes for Gemma 4 – Replicating Anthropic's emotion research
by justsomeguy1996·Apr 8, 2026·1 point·1 comment
AI Analysis
●●SolidNiche GemBig Brain
Anthropic's emotion research replicated open-source with a Flask visualizer for Gemma 4.
Strengths
- •Generates 205k synthetic emotional stories across 171 distinct emotion concepts for training.
- •Flask visualizer shows residual stream activations lighting up on arbitrary text inputs.
- •Datasets published on HuggingFace allowing others to skip the expensive extraction step.
Weaknesses
- •Tied to Gemma 4 E4B architecture, limiting immediate application to other models.
- •Requires significant GPU resources like A100 to extract activations from scratch yourself.
Category
Target Audience
ML researchers and mechanistic interpretability engineers
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