The sheer size of the swimming pool was what did it. Brian had always known the Kingsleys were better off than he was, but the pool, with its cascading waterfall and meticulously landscaped surroundings, was a declaration of wealth. A loud one. He felt a sense of disquiet, a cold sweat creeping up his spine.

He started listening in on conversations, trying to catch snippets of what they were saying, looking for clues. Every sound from their yard, the laughter, the splashing, felt like a deliberate taunt.

He avoided his own backyard, preferring the relative safety of his cramped living room. Every shadow, every movement outside, sent a jolt of anxiety through him. He felt as if he were being watched, judged, and somehow, threatened.

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