He sat on the steps of his apartment building, the city sounds a cacophony of noise. His illustration, a whimsical depiction of a moonlit forest, was now emblazoned on the leg of a young woman.

His sketchbook lay open in his lap. He usually found solace in drawing, but tonight, the pencil felt heavy, his hand unresponsive. He stared at the blank page. He felt so defeated that the creative spark had completely gone out.

A passing dog barked, startling him. He closed the book, the metallic click echoing the hollowness within.

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