He sat on the bench, facing the ocean. They used to spend hours here, building sandcastles and dreaming. The waves crashed against the shore, the rhythmic sound offering no comfort.

He’d found her at the local bookstore, her face lit by the warm glow of the lamps. Her response had been a polite acknowledgement and nothing more, the past seemingly a distant echo.

He watched her walk away, and the vast expanse of the sea seemed to mirror the emptiness in his heart. The sea breeze felt cold, and he rubbed his arms against the chill.

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