He found himself lingering in the office after everyone else left, listening to the hum of the computers. He checked his email again, scrolling through the same messages, looking for something he'd missed. An overlooked slight. A hidden message.

The shadows in the office seemed to lengthen, taking on strange shapes. He jumped at the creak of the door. He jumped again when a janitor cleared their throat.

His hands were shaking when he picked up his phone. He dialed his wife's number, but quickly hung up. She would not understand. He felt utterly alone.

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