Mr. Thompson found a worn, hardcover copy of a book he'd assigned in class years ago, lying on his doorstep. The title was familiar: *Crime and Punishment*. He picked it up. Inside, the pages were dog-eared, with certain passages underlined in red ink. He opened it to the beginning, reading a highlighted sentence. It struck a chord.

He slammed the book shut.

The silence of his house pressed down on him. He felt his heart rate increase. He went and sat on the couch. He couldn't shake the feeling that he was being watched. He checked the windows.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290