The invitation sat on the coffee table, a beautiful, cruel reminder. Charles circled it, cautiously, like a predator circling its prey. He avoided touching it, fearing contamination.

He went through his morning routine with meticulous precision, checking and rechecking everything. Every door, every window, every lock. Then he started on the inside of the house.

He thought he heard a footstep outside. He froze, listening intently. It was probably nothing. But he couldn’t be sure. He had to be ready. He retrieved his phone. He had a few calls to make.

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