The cafeteria was a cacophony of lunchtime chatter, the sounds seeming unusually loud. He had been training his replacement, a young woman named Emily, for a week now. The other woman was a sponge, absorbing information with ease. He had the sudden urge to leave.

He felt the weight of the past years bearing down on him. All the effort, the long hours, the late nights. He thought of his desk and everything on it. The files, the pens, the coffee mug.

β€œIt's pretty straightforward, really,” Emily said, her voice light and cheerful. He nodded, unable to return her smile. All the work he had to do seemed irrelevant.

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