The vibrant colors of the drawing assaulted Daniel's senses. The familiar shape, a creature crafted from pure imagination, a companion from his solitary childhood. He felt a pressure building in his chest, making it difficult to breathe. The feeling of vulnerability, long suppressed, was now resurfacing.

"He's coming to my birthday party, Uncle Dan!" His niece, Lily, chimed. His throat constricted.

Daniel forced a smile. "That's… fantastic, Lily." The room seemed to shrink. He excused himself, muttering something about needing a drink of water, and rushed to the bathroom, leaning over the sink, his reflection mirroring his unraveling internal state.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
šŸ˜ž0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244