The news felt like a physical blow. John slumped against the wall, the cool plaster doing little to alleviate the sudden wave of nausea that washed over him. He’d seen the signs, ignored them. He'd been too caught up in the internal politics, the petty rivalries, to see the bigger picture.

He remembered the arguments he had with his friend, Emily, who had worked in the accounting department. She had been nervous. He had belittled her concerns.

He was the one who was supposed to be the smart one, the one who saw everything. Now, he was the one who looked foolish. His palms were clammy.

He wanted to find her, to apologize, but he didn't know how.

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