His hands wouldn’t stop shaking. He gripped the worn leather wallet in his pocket, feeling the sweat slick his palms. The air tasted thick, heavy, like the approaching storm his mother always warned him about. He was certain they were here. Watching.

The bear, its fur matted and thin, sat amongst a pile of dusty toys. He remembered the bear's name: Barnaby. Barnaby was supposed to be gone, a relic of a forgotten past.

He scanned the faces gathered around the sale, each one a potential threat. A man with a baseball cap kept glancing his way. A woman with dark sunglasses stood near the tree, observing him from behind her shield of shade. He felt a sudden, suffocating need to flee.

He took a step backward, his breath hitching. They were closing in. He could feel it.

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