"Just breathe," he muttered to himself, his voice sounding hollow in the empty car. He ran the appointment over and over in his head. What would he do? What would he say? What would they say?

He remembered being teased about his clumsiness. Being humiliated, mocked. He didn't want to think about it, but every memory was fresh, clear. The memory of his bully's mocking laughter.

He pulled into the parking lot, and there was a tremor in his hands. He parked, and left the car. The name on the building was the last straw. The name. Dr. Kevin Blake, LCSW.

He walked toward the entrance, his legs heavy. He wasn't sure if he could do this. He tried to think of his own life.

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