The weight in John’s chest felt like a concrete block. He should have been ecstatic. His 30th birthday, a milestone. But the anticipation had been crushed. Olivia, his fiancé, was throwing a huge masquerade ball, and it was the same night. He’d tried to be cheerful, to be supportive, but the effort had drained him.

He sat on the edge of the bed, his head in his hands. He'd even picked out a perfect tie, but now it hung lifelessly on the closet door. It didn't matter. No one would even realize he was there, in the sea of other people at her party. The excitement, the joy, had completely evaporated.

He forced himself to get up and walked to the bathroom, staring into the mirror, wishing he could somehow start again.

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