The news hit Sarah like a physical blow. Professor Ito, her mentor, was leaving. Leaving! She felt a sudden, dizzying loss, as if a vital part of her support system had been abruptly severed.

She walked towards the library, the familiar scent of old paper and leather usually comforting, but it seemed to suffocate her today. She should have gone to his office hours, she should have asked for more feedback.

She should have worked harder, cared more, done *something*, anything, instead of letting doubt and procrastination consume her. Now, there was nothing left but this sinking sensation, a deep and bitter regret.

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