The email arrived, a bland notification about a proposed property improvement. A fence. From Mrs. Gable. He knew her, vaguely. She always seemed so… nice. Too nice.

He deleted the email, immediately regretting it. He should have saved it. He needed proof. He needed to document everything. He grabbed his phone and took a photo of the empty inbox.

He noticed the curtains were drawn at Mrs. Gable's house. He could not shake the feeling that he was being closely observed. He imagined cameras, hidden in the eaves, recording his every move. The fence, it would block his view, but it would also block *their* view.

He spent the rest of the day watching the street, meticulously noting every car that passed, every person who walked by. He needed to know who was involved.

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