Eliza stared at the book in her hands. She recognized her essay instantly, the words that had once felt so powerful and unique now spread out on glossy pages for the world to scrutinize. A wave of heat washed over her face. She felt an urge to disappear. She wanted to be any place that wasn't here.

Her hands shook as she closed the book, the cover now too bright. The library, normally a sanctuary of quietude, felt like a crowded arena. She slid the book back onto the shelf with exaggerated care, her movements slow, as if each gesture was heavy with unseen regret.

She bumped into someone, mumbled an apology, and hurried away, avoiding eye contact. She couldn’t shake the feeling of exposure, the unwelcome spotlight shining on her vulnerable past.

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