The restaurant buzzed with laughter and clinking glasses, but for Sarah, it was a muted symphony. She stared at the plate of untouched pasta, the sauce beginning to congeal. The text, a declaration of affection, a "You're the only one for me," had reached her sister’s husband. She quickly turned off her phone.

She felt like she was trapped in a glass box, and everyone could see her. She excused herself and went to the restroom. She splashed cold water on her face, but it didn't wash away the stinging in her eyes or the unwelcome knot in her throat.

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