“How’s the new team treating you?” the office manager had asked him that morning, her voice bright. He’d forced a smile, the muscles in his face protesting. The question felt like a physical blow. He'd been transferred to the HR department, where he was tasked with handling employee grievances. The irony was almost unbearable. He found himself avoiding eye contact, especially with the department head, who had always been so supportive. The guilt stuck in his throat like a bitter pill. He wanted to apologize, even to just say he was sorry.

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