From his cramped booth, Marco watched the crowd at the trendy new restaurant, all eager to taste "The Venetian Dream," the dish he'd perfected for years at his tiny, struggling trattoria. His fingers tightened around his wine glass, so hard he feared he'd break it. The laughter and chatter from the other side of the glass seemed muffled and distant. He felt a throbbing sensation behind his eyes, a tightness in his chest that made it difficult to breathe. He signaled the waiter for the check, paid, and slipped out unnoticed, the shadows of the alley seeming to welcome him.

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