The smell of stale coffee clung to Leo’s clothes as he slumped onto the cracked vinyl chair. He’d been avoiding the common room all day, dreading the inevitable encounter. His diary was missing, and he knew, with a certainty that settled like a stone in his gut, that his roommate, David, had it.

He hated this feeling in his core. It felt like being stripped naked and left out in the cold. Everything he'd written, the embarrassing crushes, the dreams that felt too grand, the doubts – all exposed.

He heard the click of the lock on the door. He didn't even have to look up. David's footfalls were light, and Leo didn’t say a word. He looked away, focusing on the chipped paint on the wall. "Hey," David began, his 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