The champagne flute trembled in Amelia’s hand, a tiny earthquake reflecting the chaos inside her. Every time the door to the ballroom swung open, she braced herself, a jolt of anxiety seizing her stomach. She scanned the arriving guests, eyes darting from face to face, searching, dreading. It had been nearly a year, but the thought of seeing him, here, at Sarah's wedding, left her feeling utterly exposed.

She caught sight of a familiar blonde ponytail across the room, and her breath hitched. Not him. Relief flooded her, quickly followed by the irrational conviction that he was *somewhere* in the crowd, patiently waiting to spring out at her. She took another gulp of champagne, the bubbles doing little to calm the hammering in her chest.

She saw him. Across the room, near the bar. He was laughing at something the best man had said. Amelia’s cheeks burned. She willed herself to look away, to focus on the floral arrangements, on the string quartet, on anything but him. But her gaze was a moth drawn to a flame, and the longer she looked, the harder it became to draw breath.

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