Liam had stopped eating. He could barely sleep. He'd seen the article in the company newsletter. A new initiative. The same initiative. He was trapped.

He kept replaying the conversations, the casual meetings with *him*. Liam tried to recall every word, every gesture. He imagined how the other man had gotten the information, how he’d learned the secrets.

He pulled up the files on his personal computer. He had backups. The original, untouched files. He felt a moment of calm, then a fresh surge of dread. He closed the files. What if they had found a way to access his computer?

He got up and locked all the doors and windows. He pulled the curtains shut. He was alone, now. He did not feel safe.

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