The first week was a struggle. Every morning she woke with a knot in her stomach, anticipating the day. She avoided eye contact with her father as he ate his toast. She knew he was judging her for returning, and it made her angry and anxious.

When she heard the shower running, she'd creep downstairs. She needed to feel safe, in control. She'd search through their mail, through the drawers, looking for something, anything.

She felt a constant pressure, like a weight on her chest. The small things: a misplaced pen, a slightly opened door, a whispered conversation, all took on a sinister significance. Were they talking about her behind closed doors?

She told herself it was just the stress of finding a job. But the feeling in her gut, the icy grip on her emotions, told her it was much more.

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