The old album smelled faintly of mothballs. Sarah carefully turned the brittle pages. Her mother, throughout her life, had painted a picture of herself as a solitary, independent woman. She'd always dismissed any suggestion that she needed anyone.

Then, she found the photos. Pictures of her mother smiling, cuddled on a beach with a man. She'd never mentioned him. There were images of a family together, a happy group, on holidays Sarah never knew about.

Sarah's breath hitched. She felt a burning sensation in her throat, a sudden dryness. Why had her mother pretended she didn’t need love or companionship? Sarah wanted to understand but now the world seemed even more alien than it already did.

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