The aroma of freshly baked cookies filled the air, a stark contrast to the bitter taste in Ms. Rodriguez's mouth. The gift, a tin of her favorite chocolate chip cookies, arrived with a handwritten note: "For making me believe in myself." The gift giver was David, the student she’d labelled a troublemaker, the one she’d sent to the principal’s office countless times. A chill swept through her.

The clock on the wall seemed to tick louder, each second a painful reminder of her failings. She’d focused on control, on maintaining order, forgetting the individual needs of each student. The silence of the empty house magnified the ache within her, a dull throb of self-reproach. The scent of the cookies, a symbol of redemption she did not deserve, clung to her.

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