"I'm sorry," Daniel managed, his voice barely a whisper. Professor Chen's office felt impossibly small, the air thick with unspoken disapproval. He should have known better, he thought, staring at the worn rug. He'd been under so much pressure, between work and classes. The temptation had been overwhelming.

He couldn’t look up at the professor, not yet. The professor sat across from him and began listing out the specific sentences, the sources. Each sentence felt like a fresh wound.

He left the office, the weight in his chest crushing him. The campus, usually vibrant and alive, seemed muted, the laughter of students distant and hollow. He’d broken something precious, and now he had to try and fix it.

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