The photographs were like a physical weight in his hands. The photos showed his parents, smiling, holding hands with people who were once his enemies. The stories he'd been told were about bitter feuds and unwavering loyalty. He felt the blood drain from his face.

He backed away from the photographs, as if they were poisonous. He noticed every creak of the floorboards, every shadow cast by the setting sun. He was unable to shake the feeling of being watched. He began to sweat.

He ran to the window and looked out. He quickly checked the locks. He told himself it was just the wind, but he couldn't shake the sensation that someone was always observing.

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