The bitter tang of regret flooded his senses as he stared at the vacated spot. He kicked at a loose pebble, sending it skittering across the driveway. His chest felt constricted, as if a vise was slowly tightening.

He'd been so sure he was parked legally. He had spent hours in the library, poring over legal documents, and yet... The consequences of his misjudgment now stared him in the face: a hefty fine, inconvenience, and the lingering shadow of what felt like a personal failure.

He imagined the tow truck driver, shaking his head, writing up the ticket. The humiliation of the situation washed over him, leaving him feeling utterly drained. He wanted nothing more than to retreat.

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