The rhythmic thudding started again. It was always at the same time: 8:03 AM. He checked his watch, confirming his suspicion. Across the way, a figure moved behind the dusty window of the now-demolished garage. He imagined the neighbor, Mr. Henderson, a man whose smile always seemed a little too wide, wielding a hammer.

He closed the blinds, though the sun wouldn’t be up for hours. His stomach clenched. He couldn't shake the feeling that Henderson was watching him. He’d seen him, yesterday, peering from the gap in the fence. He’d pretended to be examining his roses, but the gaze was fixed on the second-story window.

He went to the kitchen and made a pot of coffee, but the aroma was a weaponized perfume to his senses. He took a single sip, and then tossed the rest. He poured the steaming liquid down the sink, rinsing the cup three times. He wasn’t sure why, but he felt an urge to be very, very clean.

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