"You have a friend request from Kevin Davies." Sarah read the message aloud, the words tasting like ash in her mouth. She felt a sudden, sharp stab of regret. She recalled the countless times he’d been targeted. She had been a bystander.

She closed her eyes, and a wave of nausea washed over her. She knew she’d done nothing to help. The shame was a constant weight. She wished she could change the past.

She sat for a long time, staring at the screen. The request was still there. She should do something, she knew it. She had to. The silence in her room was thick with her unresolved feelings.

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