A wave of nausea washed over him as he stared at the crumpled beer cans scattered across his porch. The party had been a disaster, and now, Mrs. Miller’s weary face was burned into his memory.

He'd been so consumed by the need to impress his friends, he didn’t see the damage he was inflicting on his neighbors. The loud music, the rowdy laughter…it was all a blur of carelessness. He knew better.

He scrubbed at his face, trying to erase the last vestiges of the night, feeling a painful tightening in his chest. He would face the consequences. He had to. He sighed and walked over to start cleaning.

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