"Just a mistake," he muttered, trying to convince himself, his voice wavering. He reread the eviction notice, the legal jargon a suffocating cloud around him. He paced the small space, each step measured, like a soldier on patrol. The walls of his apartment seemed to be closing in, the air becoming thin.

The shadows danced on the walls, mimicking every movement he made, mocking his attempts to control the situation. He felt a constant pressure in his chest, a tightness that made it difficult to breathe. He stared at his reflection in the window, his eyes wide and vacant.

He decided he couldn't leave his apartment. He bolted the windows and closed the blinds. He pulled out his toolbox and started building a barricade for his door. He had a few days until the eviction was official, and he would not let them win.

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