He stared at the blank television screen, its dark surface reflecting his own gaunt features. The silence in the house was deafening. He felt a constant sense of unease, a knot tightening in his stomach. He’d done everything right. Everything. *Isolated incident*. The specialist's words were engraved in his memory.

He heard a faint noise downstairs. His breath hitched. He strained to listen, every muscle tense. He wasn’t alone. He was sure of it.

He crept to the door, his heart hammering against his ribs. He peeked through the crack. Nothing. He went back to the couch and picked up the remote but he couldn't bring himself to turn on the tv. He felt a chill, a deep sense of dread.

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