The gate agent's calm demeanor grated on his nerves. He was late for a job interview, the culmination of years of hard work. Now, this… this was sabotage. The delay stretched on, each announcement a fresh insult.

He began to interpret the coded language of the flight board. "Delayed" was a lie. He tried to think if he had said the wrong thing to someone. Every movement seemed to be a deliberate taunt. He scanned the room, looking for a culprit, someone who reveled in his suffering.

He kept glancing at his watch. The hands were mocking him. He muttered beneath his breath, trying to control the tremor in his hands. He felt a bead of sweat trickle down his temple. The air conditioning was failing. He pulled at his collar.

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