He watched the champagne bubbles fizz in his glass, the celebratory clinking of glasses around him a cacophony. The room swam into focus. He was supposed to be the life of the party, the one cracking jokes and telling stories. Instead, his voice felt trapped, his usual wit having abandoned him.

He’d almost missed the train. He'd nearly gotten held up by work. He felt the familiar weight of duty and responsibility pressing down on him, and the knowledge of his constant absences.

He saw the way his mother's eyes crinkled when she smiled at him. He hadn't called her in weeks. He took a long, slow sip, the dryness of the champagne mirroring the dryness in his chest.

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