He began checking his locks three, four, even five times before leaving his apartment. The feeling of vulnerability, a cold wave washing over him whenever he stepped into the hallway, was becoming unbearable. The condo conversion was the culprit.

He avoided his neighbors, now regarding them with suspicion. Did they already know about the coming changes? Had they already made their offers? Were they whispering about him behind his back? He found himself scrutinizing their faces, searching for hidden agendas.

In the grocery store, he moved his cart erratically, dodging perceived threats in the form of other shoppers. The news felt amplified; the world now bristled with menace. Every cough, every accidental brush of a shoulder, triggered a surge of fear.

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