The aroma of freshly brewed coffee, usually a comfort, now felt like an insult. Sam sat at the kitchen table, the manuscript open before her. Her partner, Chris, had written a novel about their relationship, an intensely personal and, frankly, unflattering portrayal of her.

A wave of nausea washed over her. She pushed the book away, unable to look at it any longer. She felt the sudden urge to run, to escape.

Chris entered the room, his face pale. He saw the book. He spoke, his voice barely a whisper, but she couldn't understand the words. She turned away from him, her heart heavy, her steps already moving her out the door.

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