The request was from Emily Carter. He should’ve expected it, he realized. He’d thought about her often over the years, the way he had acted in those halls, the things he had said. He knew he'd caused her pain.

He closed his eyes, his head swimming with recollections. He felt an urge to apologize. He found himself picking up the phone, wanting to make a call. The thought made him feel hot and uncomfortable.

Instead, he went to the window, watching the rain beat against the glass. He felt like he should do something, anything to change what he had done.

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