The news hit him like a physical blow. The scholarship, his lifeline, wasn't his. The email, with its cold, clinical language, stripped away everything he thought he knew about his future. He sat in his chair, feeling stunned. He'd never meant to hurt anyone.

He began to see the world differently. The laughter of his classmates, the ease with which they went about their lives, grated on his nerves. He felt a constant tension in his shoulders, a weight he couldn't shrug off. He stopped attending events.

He knew he had to make amends. The longer he waited, the worse it would become. He felt a sharp sting, as if he had been punched. He considered contacting the person who should have received the funds, but the thought of their reaction filled him with dread. He began to weep.

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