He found himself avoiding Mrs. Rodriguez, his neighbor. The new addition to her house was progressing rapidly, and the noise level was considerable. But it wasn’t the noise that bothered him; it was the way he’d reacted when she’d explained her plans. He'd sighed loudly, muttering about property values.

He walked around the block, just to get away from the hammering. The sun felt too bright, the air too thick. He should have been encouraging. He should have offered to help.

He found himself near the construction site, watching as Mrs. Rodriguez expertly wielded a saw. Her face was flushed with exertion, but she smiled at him. He offered a sheepish wave, unable to meet her steady 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