He paced the confines of his apartment, the worn rug beneath his feet a familiar track. The email had landed in his inbox like a bomb, a cryptic message from a law firm: "Regarding your father's estate..." He re-read the few lines. His father had died five years ago. What more was there to settle? His breath hitched, his heart hammering against his ribs. He felt a constant unease, a prickly sensation crawling over his skin.

The lawyer’s call was scheduled for the next day, and so he began obsessively checking the locks on the door. He’d never been particularly anxious about security before, but now he felt vulnerable. Every shadow seemed to hold a lurking figure, every unfamiliar car that drove past his building was a potential threat. He caught himself staring at the hallway door for extended periods.

The legal proceedings dragged on, revealing the presence of a half-sister. The news struck him like a punch to the gut. He felt sick. She wanted to meet. He agreed, but his gut clenched in anticipation of the encounter. He envisioned her as a spy, perhaps working for a shadowy corporation with nefarious motives.

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