He’d avoided Professor Rodriguez since the accusation, shrinking away whenever their paths crossed. Michael found himself walking with his head down. He couldn't meet the professor's eyes. He felt a burning flush creep up his neck every time he thought of the assignment.

He went to the coffee shop and sat in his usual spot, the space felt different now. He ordered his drink and saw the familiar faces of his classmates, their conversations carrying on around him. The conversations sounded like a faraway blur. He took a sip of his coffee. The taste was bitter and left an ache.

He couldn't focus on anything. His thoughts were a tangled mess, each memory of the incident bringing a fresh stab of regret. He was so, so lost. He had made a bad choice.

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