“Did you see?” Beatrice’s friend asked, holding up her phone. Beatrice peered at the image, her own vibrant watercolor painting, now a tattoo on someone’s upper arm.

A cold wave washed over her, chilling her from the inside out. Her breath hitched. The familiar surroundings of her friend’s apartment suddenly felt warped, the colors too bright, the air too thick.

She forced a smile, but it felt brittle. Her carefully cultivated composure began to unravel. She excused herself, retreating to the bathroom. She splashed cold water on her face, but the image of her artwork, forever on someone else's skin, remained burned into her memory.

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
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244