The vinyl spun, a melancholic tune echoing in the small studio. The artist, Daniel, leaned against the wall, arms crossed. The discovery of his linocut now permanently etched on a stranger’s forearm had left him feeling adrift.

He glanced at the print again, the vibrant lines now feeling stale. He'd put his heart into it. Now, it was just… well, not his anymore. He picked up a brush, dipped it in paint, and stared at the blank canvas. He couldn't muster the strength to begin.

His phone buzzed. A text. Another rejection from a gallery. He let out a long, slow breath, a puff of air escaping his lips. He was lost.

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