The email was a blast from the past, an apology from someone he barely remembered, someone who’d done something relatively minor years ago. He felt a sudden, sharp pain in his chest, a tightness he hadn’t felt in years. He felt the blood rush from his head.

He turned off his computer, unplugged everything. He looked out the window, every shadow looking ominous. He kept re-reading the email, searching for a hidden agenda, a veiled threat. He had a bad feeling.

He felt the walls closing in, the air growing heavy. He didn’t want to be alone. He felt a rising sense of alarm, a certainty that something terrible was about to happen.

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