The mailbox yawned open, revealing its disappointing contents. A bill. A flyer. An unsigned birthday card. She picked it up, her fingers tracing the generic illustration. A wave of desolation washed over her.

She went back inside and slammed the door, the sound echoing through the empty rooms. The scent of the flowers that she’d bought herself a few days prior was now cloying. She didn't want the smell of something so cheery. She wanted something else.

The house felt like a cage, the walls closing in. She sat on the floor, hugging her knees, a silent monument to loneliness. The card lay forgotten on the counter.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288