He stared at the blank screen of his laptop, the cursor blinking like a malevolent eye. He was supposed to be working, but his thoughts kept returning to the incident at the bookstore. He'd bumped into her, the woman who looked exactly like his childhood friend, Lisa. Her dismissive "I'm sorry, you must be mistaken" had thrown him.

He slammed his fist on the desk. He felt a tightening in his chest, a sensation of being watched. He closed all the online windows, unplugged the internet. He considered everything they had ever done as children, and how that could be erased. He leaned back in his chair, trying to breathe, but the air felt thin. Something had changed. He could feel it.

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