The hum of the espresso machine, usually a source of comfort, now grated on his nerves. He stood behind the counter of his cafe, the wallet hidden in the register. He had used some of the money to fix an appliance, he told himself. Just a small amount.

The faces of his regular customers seemed to shift and change, morphing into accusing glares. He poured a coffee, his hand trembling. His palms began to sweat.

He found himself avoiding eye contact, flinching at every ring of the door chime. The warmth of the cafe was now a stifling blanket, trapping him in a prison of his own making.

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