He picked up his phone, stared at the screen, and then quickly put it down. He'd wanted to share his news, that he had been promoted to a new role at work. That was supposed to be the focus of his party, but now the news was just for him. His friends were at her party, her massive block party with a live band.

The feeling in his chest intensified. He looked around his apartment. The decorations he had put up, the banner that declared "Happy Birthday, Thomas" now seemed absurd. He stood and went into the kitchen, reaching for a bottle of whiskey.

The city lights outside seemed to mock his solitude.

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