“Just looking,” Ethan croaked, his voice barely audible. He felt a prickly heat crawl up his neck. The shop felt wrong, somehow. The dusty shelves, the tarnished silver, the heavy silence – it all seemed to be closing in on him. He felt as though the very air was against him.

He was sure someone was listening. He imagined the walls had ears, that the shopkeeper was feeding information to…who? He couldn't place the fear, but he was sure that someone, somewhere, was planning something.

The ring, nestled in the display case, was a beacon of his grandmother's love. A wave of regret washed over him. He needed it back. He had to have it back.

He forced himself to take a deep breath, trying to regain control. His gaze darted around the shop, searching for a sign, a clue. He felt exposed, vulnerable.

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