The afternoon sun streamed through the window, highlighting the dust motes dancing in the air. He felt them as if they were tiny needles, pricking at his skin. He was going to lose his job. This was what he was sure of.

He showed the new hire, Jessica, the account reconciliation process. He couldn’t stop fidgeting. He kept tapping his pen against the desk, a nervous rhythm. He kept jumping to conclusions, and second guessing.

"Make sure you're careful," he managed to choke out. The words tasted like ash. He was already gone.

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