The air in the restaurant felt thick, the low murmur of conversation suddenly a cacophony. Sarah’s hands trembled as she scanned the list she had found tucked inside her girlfriend, Riley's, handbag. “Learn to play the guitar,” “Travel to Bali,” “Break free.” The last goal was a punch to the gut.

She took a shaky breath, trying to regain control. The candle flame on their table flickered, casting distorted shadows on the walls. Her gaze darted around the room, scrutinizing every face, every gesture. Each person was a potential threat. The waitress approached the table.

She shook her head, unable to speak. She just pointed at the menu.

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