He hadn't slept in two days. The walls seemed to be closing in. Every shadow in his apartment held a threat. He drank too much coffee, smoked too many cigarettes, but neither helped calm the churning in his gut.

He read the newspaper, obsessively searching for clues. Any article about crime, any mention of a lost wallet, sent his heart racing. He felt the air grow heavy as if it contained a secret.

He tried to go outside, but the light was too intense. He ducked back inside, and locked the door. He was trapped, utterly alone in a world suddenly filled with danger.

Emotion: paranoid

Cluster: Suspicion / Vigilance
PC1 (Valence): -2.37 Negative
PC2 (Disposition): 0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
even0.418
마다0.378
paranoid0.371
afraid0.366
🕵0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434