He’d messed up. Again. The presentation was a disaster, a jumbled mess that had left their client looking disappointed and him looking utterly incompetent. The silence in the office felt deafening after the meeting. James slumped in his chair, fingers steepled beneath his chin.

His colleague, Sarah, walked over, her expression unreadable. She’d always been so put together, so capable. "Rough one?" she asked softly.

James's throat constricted. He managed a weak nod, his eyes fixed on the worn surface of his desk.

"You know, I went to Camp Willow Creek when I was a kid," Sarah said, changing the subject. "That place was such a mess."

His head lifted slightly, startled. "Really?" he croaked. He’d spent a summer there, one filled with humiliation and clumsiness.

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