He stared at the empty workshop, the scent of wood shavings and linseed oil strangely acrid. His hands, usually busy shaping wood, felt heavy and useless. He ran a hand through his hair, the gesture a nervous tic he hadn't noticed before. The workbench, where he and Mr. Peterson had spent countless hours, was bare. No half-finished projects, no tools strewn about. He recalled the last conversation they had, a hurried exchange about the coming weekend, a fishing trip Mr. Peterson had mentioned. And now… nothing. His throat constricted, making it difficult to swallow.

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