The familiar squeak of the front door opening was a physical blow to Henry. He knew he had caused pain, and now he had to face the consequences.

His father clapped him on the back, a gesture that felt both welcoming and a little distant. The house, usually a comfort, now felt like a stage. He could see their disappointment.

He offered to take out the trash, anything to do something, anything to be useful. He wanted to apologize, but the words wouldn’t come. He would have to show them, through actions, that he had learned.

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