Mark ran a hand through his hair, leaving it even messier than before. The appointment was in fifteen minutes. He’d driven past his former bully’s practice a dozen times this week, each time battling the urge to turn around and flee. He was a successful lawyer. He had everything under control. He should not be anxious about this.

He picked at a loose thread on his cuff. This was the same guy who'd shoved him into lockers, called him names, and made his life a living hell in middle school. He walked back to his car. Then he turned back. He was a professional. He could handle this.

The lobby was empty. He walked up to the reception desk.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288