She felt her stomach clench with each polite greeting, each forced smile. She chose a seat at the back, close to the exit, a safe distance from the central vortex of the party. The cheerful chatter of the wedding guests was a wall of noise, each voice a potential threat.

She watched the door, her heart skipping a beat every time someone entered. She could feel every nerve ending thrumming. The floral centerpieces became a distraction. The band started playing. She didn't like the band.

She found herself analyzing every interaction, searching for any sign, any clue of his presence. She felt that the servers were staring at her, whispering and pointing. She looked over her shoulder and saw nothing.

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