The musty smell of the basement was usually a comfort to David. But now, amidst the stacks of boxes, it felt oppressive. He traced the title of an old book report, a youthful scrawl that brought a fresh rush of regret. His mother had saved everything, even the ones he had considered utterly worthless.

The silence of the house magnified his inner turmoil. He’d stormed out that morning after a quarrel over the holidays. He regretted it instantly, but hadn't yet found the courage to apologize.

He ran a hand through his hair, a useless gesture against the feelings coursing through him. He would make it right. He had to.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288