The phone rang, and Sara almost jumped out of her skin. "Hello?" Her voice was shaky. The voice on the other end was a stranger, asking about her plans. She slammed the phone down. "They're testing me," she thought. "They want to know my weakness."

She started keeping a journal, documenting every interaction, every perceived slight. She wrote down license plate numbers, times, and dates. Everything was evidence, proof of the conspiracy against her.

She ate all her meals at home, terrified of being poisoned. She began to filter her water, sure the city was adding something to the supply. Her apartment was no longer her sanctuary. It was a war room.

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