The emergency lights cast a garish red glow over the two trapped occupants. Sarah hugged herself tightly, her chest constricted. She had missed the deadline. Again. The weight of her mistakes pressed down on her.

Her coworker, Ben, had tried to distract her with stories, but she couldn’t focus. She felt ashamed. She had messed up. She had been irresponsible, and now she was causing trouble.

She finally took a shaky breath, forcing herself to look at Ben. “I’m…really making things difficult, aren’t I?” she said, her voice barely above a whisper.

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