He was stuck. Months of work on the project, and now he had nothing to show. He could taste failure in the air. The feeling was heavy, an unbearable burden. He scrubbed a hand across his face, trying to clear his head.

Then, Olivia, the newest member of the team, approached him. "Hey, Daniel," she began, her tone gentle. "Everything alright?"

Daniel just shrugged, his voice failing him. He felt the familiar weight of disappointment settling in his chest.

"You ever go to Camp Timber Ridge?" Olivia asked, tilting her head. "I was there. It was horrible."

His eyes widened in a shared moment of recognition, a glimmer of connection.

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