The click of the lock seemed deafening. Elias spun, checking the shadows that danced in the hall. Sunlight, filtered through the blinds, cast long, distorted figures. He’d always loved model trains. Now, his son, Finn, devoured the hobby, building elaborate layouts that took over the entire basement. Elias found himself jumping at every creak of the floorboards, every rustle of leaves against the window. He locked the train room. Then he locked the basement door. He’d told Finn to wait upstairs.

His breath hitched. He had to be calm. He went back to the kitchen and grabbed a glass of water. It sloshed precariously as his hand trembled. The mail. He hadn't checked the mail. He didn't remember opening it this morning.

He peeked through the peephole. Nothing. He unlocked the door, yanked the mail from the slot, and slammed the door shut, listening intently. A soft whimper came from the living room. Was Finn okay?

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