The principal’s voice echoed in his head: "Miss Thompson will be a wonderful teacher for your son, Ben." John felt his face flush. Miss Thompson. The woman who'd made him feel small and stupid. The one who had humiliated him in front of the class. The memories, once buried, now surged back, raw and painful.

He started driving Ben to school, a task he'd previously delegated. He watched him from a distance during recess, his gut twisting with concern. He wanted to shield him, to spare him the hurt he’d endured. He felt a growing despair, a sense that he was somehow failing his son by allowing this to happen.

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