"So, you're the subject," the woman had said, her voice dripping with false concern. Sarah had been cornered in the grocery store. A woman she'd never seen, holding a copy of "Sarah’s Ascent," a title she hadn't known existed, let alone commissioned. The audacity was breathtaking. Sarah had been working on a book of her own, on the stories of her immigrant grandmother.

She stood frozen, the frozen vegetables she was holding slowly warming in her grip. The woman was still talking, praising the “intimate details,” the “bravery.” Sarah, usually quick-witted, felt her mind go blank. Her lips were pressed together into a thin line, and her stomach lurched.

She mumbled an excuse and fled, leaving the groceries behind. She walked aimlessly, the sun beating down on her back, the image of the book's cover, her face plastered across it, burned into her vision. The world seemed to shrink, closing in on her.

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