The words on the notice blurred, the ink seeming to bleed and seep into the paper, into his very soul. He felt the blood drain from his face, leaving him pale and clammy. His mouth was dry, his throat constricted. He couldn’t swallow.

He looked around the room, as if seeing it for the last time. Every object, from the chipped coffee mug to the faded photograph, seemed to hold a secret, a hidden meaning. The ticking of the clock on the wall amplified the frantic beat of his heart.

He pulled the blinds shut, plunging the apartment into a dim, uneasy darkness. The world outside was a threat, a predator. He lay on the floor, listening for any sign of intrusion, every creak and groan of the building making him jump, convinced he was under surveillance.

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