The tiny enclosed space seemed to shrink with every passing minute. Jessica picked at a loose thread on her skirt, her face burning. She was already late for her daughter's school play, and now this. Everything seemed to always go wrong.

Her colleague, Tom, had been trying to tell her a story, but she hadn’t been listening. She couldn't bring herself to engage. The entire situation felt like an indictment of her shortcomings.

She could feel the guilt rising in her throat, a bitter taste. “I…I shouldn't have been so distracted today," she choked out, her voice barely audible.

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