The open-plan office space felt less like a workspace and more like a cage, with everyone watching him. He was sure they were. He could feel their gazes, their silent judgments. He kept checking his reflection in the computer screen, looking for signs of weakness.

He tried to focus on the training, on explaining the nuances of the data entry system. He struggled to articulate the proper procedures. His mind would not focus.

"It’s not rocket science," he declared, feeling the familiar prickle of sweat on his forehead. Every word felt like a lie. Every gesture felt like a betrayal.

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