The dusty attic room felt colder than usual. Sarah found the passbook tucked away in a trunk, nestled amongst old photographs. Her heart clenched. Her husband, Michael, had been planning a trip. A trip without her.

She picked up a faded picture of them, younger, laughing. The image felt distant, like a memory from a different life. A knot formed in her stomach.

She ran a hand over the rough wood of the trunk, the gesture almost a caress. She knew she should confront him, but the thought of the conversation, the accusations, made her want to retreat into the shadows. She felt so defeated.

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