The contractor was late, again. Michael paced the living room, phone in hand. He kept seeing that stain on the carpet. He had called the police again and gotten nowhere.

He wanted to scream. He wanted to run. He just wanted to get out. The air felt thick, the walls closing in. He opened the front door, just to stand outside for a few minutes.

He stared at the street, at the passing cars, at the normal and mundane world. He felt like he couldn’t breathe. He closed the door. He was trapped. He knew he would never feel safe again.

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