The campus security guard smiled at her, and she nearly jumped out of her skin. He was just doing his job, she knew. She knew the gesture meant nothing, but still, she felt a chill.

She started seeing the world through a lens of suspicion. It seemed as if everywhere she went, people were looking at her, judging her, whispering about her.

She skipped classes. She started avoiding any place she’d have to interact with others. Her dorm room became her sanctuary, a fortress against the outside world.

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