The concert was tonight. His favorite band. The tickets had been a gift, a symbol of hope. But the thought of navigating the crowds, the bright lights, the potential for a flare-upโ€ฆit was too much. His body ached already, the familiar prelude to another episode.

He found himself standing at the edge of the venue, watching the people stream in. A young man, leaned against the wall, seemed to be holding back a sob. He saw his face.

"Don't even bother, huh?" he asked, as he watched the crowd flow by.

The other man shook his head.

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
๐Ÿ˜ž0.382
๐Ÿ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288