The vibrant colors of the invitation mocked him. Mark had made a decision to isolate himself from the world, and this party was the exact antithesis of that. He crumpled the paper, then smoothed it out again, as if in the act of trying to make a bad thing go away.

He found himself pacing his small living room, the familiar routine of his days suddenly disrupted. He felt a profound sense of inadequacy, a creeping awareness of the paths he hadn’t taken. He didn't want to see anyone or talk to anyone.

He went to the fridge and poured himself a large glass of milk. It sloshed over the rim as he walked back to his couch.

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