"Well, this is just great." John muttered to himself. His math teacher, Mrs. Gable, had followed him. He felt exposed, as if the teacher was looking inside his head.

He became hyper-aware of his grades, his attendance, everything. He started arriving early to class and staying late to ask questions, hoping to demonstrate his diligence. Every incorrect answer felt like a personal failure, a betrayal.

Even in the supermarket, seeing Mrs. Gable browsing the cereal aisle, he felt a jolt of panic. He quickly veered into a different aisle, suddenly needing a different type of cereal. The world had become a series of hiding places.

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