He re-read the email, his stomach churning. "A Masterpiece!" it declared, linking to his essay. He shut the laptop with a snap. The elation heโ€™d felt when he wrote it was replaced by a crippling sense of exposure. It was all real, the things heโ€™d said.

He found himself wandering the campus grounds, avoiding eye contact with anyone. He passed a group of students laughing, and the sound of their merriment was like a physical blow. He felt a deep ache within him. He wanted to scream.

He made his way back to his room. He locked the door and lay on his bed, staring at the ceiling.

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