He woke with a jolt, heart hammering. The words "a snake, a snake!" echoed in his ears. His roommate, Chris, had been excitedly discussing the idea for days. He was trembling.

He avoided Chris, his every move a frantic attempt to create distance. The apartment, once a place of comfort, had become a source of unease. He couldn't shake the image of the cold, reptilian eyes.

He began to imagine all the things that could go wrong, picturing the snake escaping, slithering in the shadows. His anxieties spun out of control, leaving him feeling raw and exposed.

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