The email notification brought a jolt. Ms. Rodriguez, her art teacher, had requested to follow her on Tumblr. Sarah’s fingers froze over her keyboard. A cold wave washed over her.

She had unleashed her frustrations about the class's assignments with a series of cutting posts, venting about the lack of creativity she felt was permitted. She felt a burning embarrassment. The accusations, the mocking tone, the way she'd depicted Ms. Rodriguez as a stickler for rules.

Her hands shook as she scrolled through her past posts. It all seemed incredibly harsh now, a bitter taste in her mouth. She could see herself tomorrow, avoiding eye contact, hiding in the back row. She wished she could take it all back.

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