He stared at the email, the words blurring on the screen: “Ciao Bella…Last Day.” He felt a chill run down his spine. The air in his office suddenly felt thick, oppressive.

He found himself glancing at his coworkers, convinced they knew, that they were somehow involved. He excused himself, citing a headache, and went to the restroom. He splashed cold water on his face, but it did little to quell the rising panic.

He left the office early, but he felt exposed, vulnerable, on the busy streets. He kept turning around, certain he was being followed. He took a detour, weaving through unfamiliar streets.

He drove to Ciao Bella. As he sat in the car, he was certain every person walking past was a part of some conspiracy. He pulled the car over, unable to go in. He felt trapped.

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