The elevator ride felt interminably long. Sarah's hands were clammy as she rode up to the Human Resources department. She’d loved the creative freedom of the design team. The bright colors, the lively discussions, the constant brainstorming – it had all been a perfect fit. Now, she was tasked with reviewing employee performance reviews, a job that promised to be as dull as the beige walls surrounding her.

She chewed at her lip as she looked around the elevator car. She found herself wishing to be anywhere else. Anywhere.

The doors opened, and she stepped out, her footsteps echoing in the sterile hallway. Her face felt hot.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288