The weight of the unopened bills on Mr. Peterson's desk was crushing him. His finances were a mess, and his career was on a downward spiral. The school board had just issued him a formal warning. His life, and his legacy, felt like they were shrinking.

He remembered a student, a girl with unruly hair and boundless energy, whom he'd dismissed as disruptive. He’d focused on the quiet kids, the ones who made his job easier. He hadn’t given her the time, or the chance, she deserved.

A package arrived, a custom-made pen engraved with the student's name, now a published author. He ran his thumb over the gold, a bitter taste on his tongue.

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