The weight of the world settled on Chloe's shoulders as she closed her laptop. Mrs. Peterson, her English teacher, had just requested to follow her on Twitter. Chloe hadn't posted anything truly scandalous, just the usual teenage musings and the occasional complaint about homework. Still, she felt a profound sense of mortification.

Her fingers danced nervously over the keyboard, debating whether to decline the request. The very idea of the woman, who usually greeted her with a warm smile, reading her every thought, every opinion, made her want to crawl under the covers and hide.

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