The chipped mug warmed Eliza’s hands as she sat at the kitchen table. Across from her, Lily, her young niece, was meticulously coloring a picture. A creature with mismatched eyes and one long, spindly arm. The same creature Eliza had conjured as a child to help her through the loneliness.

Eliza shifted in her chair, a prickling sensation crawling over her skin. She had been distant lately, isolating herself, avoiding calls from her sister. Their fights had always been fierce, but this one felt different, somehow terminal.

Lily looked up, her blue eyes questioning. Eliza forced a smile, a shaky gesture that didn't quite reach her own eyes. "That's a very nice picture, sweetie." she managed, her voice barely a whisper. She would have to call her sister, and make amends.

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