He stared at the computer. His jaw was clenched, his shoulders slumped. The listing's bright, inviting photos felt like an assault. A stranger’s perspective of his past.

He pushed back from the desk, his chair scraping loudly across the floor. The sound startled him. He walked over to the window and stared out at the street, seeing nothing.

He had promised himself not to dwell on these things, but today it was more than he could handle. He took a deep, shaky breath, and felt his throat tighten.

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