The email notification popped up on his screen: "Department Meeting - Mandatory." He didn’t want to go. He knew the topic – performance evaluations, compensation reviews. He already knew his evaluation wouldn't match up to the new guy's.

He slumped in his chair. He had prided himself on his work ethic, on being a team player. Now, those virtues felt like liabilities. He felt a deep ache in his chest, a hollow feeling.

He picked at a loose thread on his sweater. He stared at the wall, wishing he could disappear.

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