As Jennifer watched her daughter, Olivia, walk towards the bus stop, a chilling premonition ran through her. Olivia had been acting so secretive lately, always on her phone, disappearing to her room for hours on end.

A sense of dread, heavy and suffocating, descended upon her. She found herself checking the mail, her hands trembling. Anything that might give her some insight.

She poured a glass of water, but her thirst was unquenched. She kept glancing out the window, every car that passed triggering a fresh wave of anxiety. Her stomach churned.

She couldn’t settle. She felt a compelling urge to do something, anything, to alleviate the unsettling sensation that was consuming her. She needed to know what was really happening.

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