She found herself flinching every time the circular saw whined to life. Her hands trembled as she clutched the phone, dialing her brother's number for the third time this morning. He didn’t answer. She considered calling the police. It was probably ridiculous.

The incessant banging echoed through her apartment, a relentless drumbeat against her nerves. Each strike felt like a physical blow. She moved through the rooms, checking the locks on the windows, the deadbolt on the door, again and again.

She knew she shouldn’t, but she crept to the peephole. Mr. Davis, her new neighbor, was hunched over something, his back to her. She could barely see him, but the angle and the way he moved felt pointed, as if he was somehow aware of her looking. A cold sweat broke out on her forehead.

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