The restaurant was too loud, the chatter and the clatter of silverware grating on her nerves. The doctor's words replayed in her mind, each syllable a blow. She picked at the food on her plate, her appetite gone.

She saw a figure approaching her table. A man stood before her, his posture slumped, a shadow of despair in his eyes. He slowly laid down a pamphlet, a medical support group’s brochure.

He sat down, and for a moment, they simply observed each other. Then, with a voice that was thick with emotion, he said, “I know.” The simple statement hung between them, a shared burden, and the beginning of a shared hope.

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