The empty gallery space felt vast and cold. Mr. Garcia paced, hands shoved deep in his pockets. His recent art show had flopped. He felt a bitter, gnawing emptiness. The criticism stung.

He thought about the artist he had once scoffed at, the one with the unconventional vision. He'd told the young man he'd never amount to anything. The memory burned.

A courier delivered a large crate. Inside, a stunning sculpture, a testament to the artist’s unique talent, along with an invitation to an upcoming exhibit. The artist, the one Mr. Garcia had dismissed, was now celebrated.

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