The email sat in Leo's inbox, radiating a cold light in the dim room. "Academic Integrity Violation." His stomach clenched. He'd been so close to finishing the semester strong, maybe even get an A in History. Now, this. He rubbed his temples, the pressure building behind his eyes. He should have cited Professor Davies; it was plain as day.

He walked to the window, the autumn leaves a vibrant orange against the grey sky, a beauty he couldn't appreciate. He’d let his ambition cloud his judgement. He just wanted to impress, to be seen as smart. Now he was a fraud, and the world seemed to know.

He couldn't even meet his roommate's eye as he passed him in the kitchen. He mumbled a greeting and retreated to his room, the feeling of the heavy email still weighing him down. He sat on his bed and stared out the window, at the beauty he couldn't enjoy.

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