The message scrolled across his phone: "Professor Bell has accepted a position elsewhere." The words blurred slightly as Leo blinked, as if the screen itself was mocking him.

He slammed his fist on the table. He hadn't bothered to meet with Bell in three months. He'd been too busy partying, too busy…being a student who wasn't a student.

Now, that carefree attitude, that reckless disregard, felt like a betrayal. He looked around the empty apartment, and wished he could undo the last year. The silence pressed down on him, heavy and oppressive.

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