The ballroom seemed to shrink, the noise of the party suddenly amplified into a deafening roar. Maya saw Daniel across the dance floor, his arm casually draped around his new girlfriend's waist. A wave of heat washed over her, making her lightheaded.

Her breath hitched. She clutched the edge of the table, her knuckles white. She should have stayed home. She'd told herself it would be fine, that seeing him wouldn't matter. She'd been wrong. Terribly, horribly wrong.

She took a step back, the perfectly polished floor suddenly treacherous beneath her feet. The music seemed to pulse in her ears, a relentless reminder of all the promises they had broken, all the dreams they had discarded. She needed to escape. Now.

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