John walked slowly towards “Mama Rosa’s,” his footsteps dragging. He’d seen the sign announcing its closure on the bulletin board at his apartment complex. His chest felt heavy, as if carrying a lead weight. He had avoided this place for a while.

He'd promised his grandmother, a regular, that he would visit her, eat some pasta, and spend some time. He'd put it off, always claiming he was too busy. Now, the restaurant, the food, the memories would disappear.

He stopped, his resolve crumbling. He hadn't even called his grandmother. He hung his head, wishing he could turn back time.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264