The scent of stale cigarettes and desperation hung in the air. Michael, a man of simple needs, felt a chill that had nothing to do with the night's cold air. He'd found the wallet near a homeless shelter, its contents a small fortune.

He’d splurged, buying himself a decent meal, and paying off a few long-overdue bills. But now, he looked at the empty plate and the receipts, and he was filled with a deep unease. He had a growing sensation of emptiness that no amount of money could fill.

He walked back to the shelter, his gait heavy. He had to make it right.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285