"You look beautiful," David had said to her when she turned up at his table. Sarah's smile felt brittle as she accepted the compliment. The last thing she wanted was to be here. She'd known it was a bad idea to attend the wedding, but she hadn’t wanted to disappoint the bride, a close friend.

He was there, of course. Across the dance floor, laughing with a woman she didn’t recognize. Her own dance card, ironically, remained empty. She found herself fiddling with her necklace, a nervous habit she hadn’t indulged in for years.

The music swirled around her, a constant reminder of everything that wasn't. The happiness around her seemed to mock the hollowness within. She excused herself, the lie a bitter taste in her mouth.

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