The letter, discovered in a worn copy of *The Great Gatsby*, detailed a series of financial scams and illicit dealings. It was a confession of sorts, from a man who had clearly lost his way. The reader, a young man named Jake, felt a chill crawl up his spine.

He felt the hairs on the back of his neck prickle. He felt a sense of unreality. The sun outside the window now felt blinding, and the world seemed to tilt ever so slightly.

He ran a hand through his hair, the gesture frantic. He put the letter down and felt a need to do something, anything, to distract himself from what he had just read.

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