The worn leather-bound journal, filled with her grandfather’s meticulous handwriting, lay open on the kitchen table. David ran a hand through his hair, a nervous gesture he hadn't realized he was making. He had been arguing with his sister for hours.

She needed to get her life back on track, she had claimed. The money would help. But he knew, with a certainty that gnawed at his insides, that she didn't grasp the real cost.

He pictured his grandfather, his hands gnarled with age, carefully penning each word. He closed his eyes, the image of his grandfather’s smile almost painful.

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