The engine was cold. He remembered parking it there last night, right where he always did. He checked the side mirrors; nothing. It was gone. A tremor ran through him, a cold wash of sweat blooming across his forehead. His gaze darted around, searching the familiar, innocuous landscape of his front yard as if it held a hidden threat.

He walked to the end of the driveway, squinting. No tire tracks, no marks of any kind. He glanced at the house across the street, at the perpetually bored woman watering her petunias. Did she see anything? He hesitated, then retreated back to his porch, suddenly feeling exposed. A chill wind seemed to snake around him, whispering secrets.

He went inside and locked the door, all the bolts, all the chains. He called the police, voice tight, breathless. He felt a need to explain everything, to preemptively justify every decision he'd made in the last few days. Each answer he gave to the officer on the phone felt like a confession.

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