The coffee tasted like ash in her mouth. She slammed the mug down, sloshing lukewarm liquid across the kitchen counter. Every click and creak of the old house was magnified, each shadow a lurking figure. The online notifications, their digital eyes, followed her. She hadn't left her apartment in three days.

Her hands trembled as she scrolled through the comments, her breath shallow. Each laughing emoji, each dismissive remark, clawed at her insides. It felt like everyone in the world knew her secrets now.

She checked the locks on the doors for the hundredth time, the metal cold against her sweating palms. The curtains stayed drawn, the world outside a blurry, hostile landscape.

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