The scraping sound started again. It was always the scraping. He pressed his ear against the wall, wood cold against his cheek. He imagined a figure, hunched, dragging something heavy. What *was* that noise? The walls seemed to vibrate with a low, insidious hum.

He switched off the television, then the lights. Total darkness, save for the sliver of moonlight filtering through the blinds. His breath hitched in his chest, shallow and rapid. He crept to the window, peering out at the house next door. Every shadow seemed to writhe, every shrub a lurking presence.

A car door slammed. He flinched, heart hammering. He ducked below the windowsill, crawling on his hands and knees to the bedroom door. He locked it, then braced a heavy chair beneath the handle. This would not be a safe place, but it was the best he could manage.

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