The aroma of freshly brewed coffee, usually a source of comfort, now filled the air with a bitter tang. Michael, usually first in the office, was late. He sat with his hands wrapped around his lukewarm mug.

He'd spent the weekend reviewing his budget, calculating how far behind he was. The numbers were soul-crushing.

He stared at his reflection in the dark screen of his computer. His face looked older, etched with lines he didn't remember acquiring. The weight of his situation was a heavy cloak.

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