"Just beautiful," Sarah said, forcing a smile at the florist, who had delivered the sunflowers. She had never been so unsettled by flowers before. She watched the van pull away, the engine's rumble fading into the background. A deep unease washed over her, making her stomach clench.

She hurried inside, bolted the door, and then checked the windows. She looked at the flowers again, suspicious. She imagined some person sent to watch her. The yellow petals suddenly seemed menacing, as if they were giant, watchful eyes.

A cold sweat slicked her skin. The lack of a card was the problem. Who sent them? Why? Had they watched her through her windows to know what to get? She was sure they had been. She ripped the flowers from the vase, throwing them into the trash bin.

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