The best man's toast, filled with saccharine anecdotes, felt like a personal insult. James stared at his glass, the amber liquid reflecting a distorted version of himself. He’d known this was a bad idea, but had convinced himself he could handle it. He’d been wrong.

He watched her from across the room, her hand resting on the arm of the man she was with. He hated the way it looked. The easy smile. The shared joke. He took a long, slow swallow of his drink.

The dance floor beckoned, a kaleidoscope of movement. He felt a profound sense of isolation, a separation that ran deeper than physical distance. He couldn't bring himself to join the merriment, he just couldn't.

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