The email pinged, a little digital chirp that sliced through the quiet of her apartment. It was from Leo, her ex-husband. She hadn’t spoken to him in years, not since the acrimonious divorce. Her fingers hovered over the delete button, her breath catching in her throat.

She knew she shouldn't open it. She knew. She did it anyway. She leaned back in her chair, her body tense. Her shoulders were rigid, and her jaw was set.

The words flickered across the screen, each line a sharp pang. A familiar sense of isolation descended. The coffee she'd made earlier grew cold in her cup. Her breathing became shallow and rapid.

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