The narrow aisle felt like a tunnel, closing in around Clara. She hunched her shoulders, trying to make herself smaller, less noticeable. The air hung thick, suffocating. She felt every breath she took. This wasn’t a coincidence. Someone was orchestrating everything.

The ring sat gleaming under the harsh light of the display case. It was the ring. Her grandmother’s ring. She remembered the stories, the laughter, the love. Now, it was here, a piece of her past exposed, vulnerable. She was sure whoever stole it was nearby.

She took a deep, shuddering breath. The shopkeeper, a man with cold, calculating eyes, watched her. Was he in on it? She glanced at the security cameras, her mind racing. Every shadow held a potential threat. Each transaction was a threat.

She had to stay calm. She had to act normal. She clutched her purse, her fingers digging into the worn leather. They were all in on 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