He saw the diary first. John was a practical man, not prone to flights of fancy. But this, he didn't like. The leather bound book lay on top of a stack of old newspapers. He picked it up.

He flipped through the brittle pages, the ink faded, the handwriting erratic. He stopped at a sentence, underlined. "They're always watching." A chill ran through him. He felt like they were watching him.

The hairs on the back of his neck stood on end. He felt lightheaded. He quickly gathered the diary and the newspapers, stuffed them into a trash bag, and ran downstairs. He burned the items in the backyard. Then he changed the locks on every door and window.

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