The paper crackled in Elias’s trembling hands. The words swam on the page, the bold print of the eviction notice seemed to pulse, to leap out at him. He scanned the hallway, heart hammering against his ribs, convinced someone was watching. He quickly crumpled the notice and stuffed it into his pocket, smoothing it down repeatedly. The air felt thick, heavy, like a suffocating blanket.

He locked the deadbolt, then double-checked, then triple-checked, each click echoing in the sudden quiet of his apartment. He peered through the peephole, then crouched low, eyes glued to the crack beneath the door. Every creak of the floorboards above him sent a jolt of alarm through his system.

A single drop of sweat trickled down his temple. He needed to get out, to vanish. He grabbed his worn backpack, stuffing it with essentials – a water bottle, a flashlight, a handful of protein bars. He whispered a hasty goodbye to his empty apartment.

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