The news report, replaying endlessly in her mind, had poisoned every room. The details were graphic, and the image of the house was embedded in her mind. Now, every shadow held a shape. Sarah was no longer enjoying her house.

She found herself constantly checking the security cameras, replaying the footage. She rewound it over and over, hoping to see something, anything. Each noise became a potential threat, and every passing car a moment of dread.

She moved the furniture, trying to change the layout, to alter the energy. But the changes didn't help. The feeling was rooted inside of her, and she could not shake the feeling that she was trapped, that she would never escape.

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