“Well, you’ll be missed,” Daniel's colleague, Mark, said, his voice flat. Daniel didn't reply, just offered a weak smile. He felt a lump rise in his throat. He had cherished his role in the warehouse, the camaraderie with his workmates, the tangible rewards of a hard day's work. Now, he was being moved to the office, to a role that felt like a betrayal of his work ethic.

He walked past the loading docks for the last time. The smell of sawdust and exhaust fumes, usually a comfort, now felt like a painful reminder of his past. He felt a sting in his eyes.

He didn't know how he would endure the change.

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