He ran a hand through his hair, leaving it standing on end. The drawing of the whimsical cat, with its oversized ears and twinkling eyes, sat on his desk. It was identical to the friend he’d imagined in his youth. It was his niece, Emily, who’d drawn it. He felt a deep ache in his chest.

The last few months had been a blur of work, of staying busy to avoid the emptiness that clawed at him when he was alone. He hadn't called his brother, not once, since the fallout. He knew he should have been there, for the children. He just couldn't.

He picked up the drawing, his fingers tracing the cat’s cheerful smile. He had to make things right. He crumpled the paper in his hands, then paused. He wouldn’t be like his father. He’d be there. He would start calling tomorrow.

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