He stared at the blinking light indicating his flight's status, his stomach twisting into a tight knot. The flight was delayed, and his reunion with his son was in jeopardy. He ran his hand over his face. He felt like he was losing it.

He questioned his every action from the past week. Had he offended someone? Was this payback? He considered every detail, searching for an error. The barista's smile, the security guard’s stare, the woman who bumped into him. Everything felt suspect.

He began to pace, his shoes squeaking on the polished floor. The fluorescent lights overhead seemed to buzz louder, drilling into his skull. He jumped at a distant cough. He muttered to himself, reviewing his options. They were all closed to him.

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