The pizza boxes and beer bottles seemed to mock Alex from their usual spot on the coffee table. He felt a profound sense of shame. Heโ€™d written about his crush on his best friend in his notebook, and then heโ€™d left it on the shared desk. His roommate, Ben, had found it. He knew it. The atmosphere had been thick all day.

He felt the walls of the room closing in. The shared space suddenly felt contaminated, polluted by the knowledge that his deepest feelings had been exposed.

He sat on the edge of his bed, fiddling with a loose thread on his jeans. A cough. Ben was standing in the doorway, awkwardly shuffling his feet. โ€œHey,โ€ Ben said finally, his voice small.

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
๐Ÿ˜ž0.382
๐Ÿ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288