The dim light of the library barely illuminated the pages. Sarah flipped through the manuscript, a novel dedicated to her, meticulously detailing her flaws, her anxieties, her vulnerabilities. The prose was beautiful, insightful, and profoundly revealing. It felt like an invasion, a violation.

The weight in her chest was immense. She felt the urge to hide, to disappear. A sudden, unexpected dizziness washed over her.

Michael, her partner, found her there, later that evening. The book lay open on the table. His expression was a mixture of fear and dread. He looked at her, then back at the book, his shoulders slumped. He seemed to shrink before her eyes, and the sound of his silence was deafening.

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