The aroma of freshly baked cookies in the hallway was a trap. It was too nice. Too inviting. It didn't make sense. Charles slammed his door shut, sniffing the air. He decided to call the police.

He spent his days in a state of high alert, the smallest noises setting his teeth on edge. He kept the TV on at all times, a wall of sound against the encroaching silence. He slept in fits and starts, his dreams filled with eviction notices and faceless strangers.

He had started hoarding food, convinced the utilities would be shut off. He felt so watched, so very observed. Even his own reflection seemed to judge.

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