The clinking of glasses and the chatter from the party next door drifted through the open window. It was the same house, a place that he had judged for its apparent lack of upkeep, a place that he had thought represented a life of hardship. He'd shaken his head, sure that they were barely scraping by.

He watched the laughter. He saw the expensive jewelry. He felt the weight in his chest.

He felt small, insignificant. The silence of his own apartment was a crushing burden. He reached for the remote, switching off the television with a snap. The screen reflected his own hollow expression, and he found that he couldn't meet his own gaze.

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