A wave of nausea churned in Liam's gut. He closed his laptop, the screen reflecting his own stricken face. The email. The shared documents. It was the same research, the same proposed solution, the same meticulous formatting. He had spent weeks, practically living in the library, convinced he was on the cusp of a breakthrough.

He ran a hand through his hair, dislodging several strands. He felt hollow, empty. This woman, Emily, was probably thinking he’d copied her. The thought was a sharp jab in his side.

He didn't know what to say. He simply wanted to be swallowed by the floor. He swallowed hard, trying to dislodge the lump in his throat.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288