The email arrived like a death knell. Professor Davies, with his perpetually rumpled tweed and kind eyes, was explaining the inevitable. The university, her university, was shuttering its doors. Sarah felt a chill creep up her spine, despite the summer heat. She’d skipped so many lectures, blown off so many study sessions, prioritising parties and… well, mostly parties. Now, as the reality of her wasted opportunities sunk in, a deep ache settled in her stomach. She stared at the screen, her breakfast untouched, the words swimming before her. She should have gone to that internship fair. She should have paid attention in organic chemistry. Now what?

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