The sunset painted the sky in hues of orange and purple as Daniel walked. The money had bought him a new pair of shoes, something he had desperately needed. It felt good to walk, not worrying about the holes in the soles of his old ones.

He couldn't shake the feeling of unease that had shadowed him since he'd picked up the wallet. He'd tried to justify his actions, telling himself he deserved a little something after all he'd been through, all the times he'd gone without.

The new shoes felt heavy on his feet, dragging him down. He sat on a park bench, the setting sun reflecting in his watery eyes. He had made a mistake, he realised. A very big one.

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