The envelope was cream-colored, too formal for her circle of friends. Sarah squinted at the handwriting, neat and unfamiliar. She held the card at arm’s length, as if it might bite. The quiet hum of the refrigerator seemed suddenly too loud, each note a potential signal.

She cautiously glanced at her neighbor’s windows, expecting to see a face peering out. Her breathing became shallow and rapid. What was the purpose of this gesture? What did it mean? She hurried inside, barely registering her own apartment as safe.

She tore open the card, heart racing. A simple, “Hope you have a good one!” A smiley face. Nothing threatening, yet it felt like a warning, a prelude to something she couldn't identify. She tossed the card in the trash, then immediately retrieved it, needing to re-examine the evidence.

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