The fluorescent lights of the library seemed to hum with his discomfort. David hunched lower in the chair, a book about philosophy open in front of him, though he couldn't process a single word. His biology teacher, Ms. Garcia, followed him on Facebook. He'd been posting about his political views, strong opinions that probably wouldn't sit well with her.

His mouth felt dry, and he kept glancing over his shoulder. The weight of potential disapproval settled upon him like a physical burden. He longed for the invisibility he'd taken for granted.

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