Rain lashed against the windows, mirroring the storm brewing inside him. The rhythmic drumming did nothing to soothe the tension knotting his shoulders. It was the same every night: a secretive phone call, the door to the office closed tight, and Sarah's subsequent disappearance for what seemed like an eternity.

He checked his phone obsessively, as if expecting some message he didn’t know he needed. The silence in the house felt thick, suffocating. He paced the kitchen, his bare feet cold on the tiled floor.

He heard the click of the lock on the office door. He forced himself to appear calm, leaning against the counter as she walked in. "Long day?" he asked, trying to keep his voice casual. Her smile seemed forced, unnatural. It wasn’t the one he loved.

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