The key scraped in the lock, a sound that sliced through the quiet like a shard of ice. Margaret jumped, her hand flying to her chest. She chided herself, but the old house just felt…wrong. Every shadow seemed to lengthen, to twist into something menacing.

She checked the windows, even though she'd locked them hours ago. Each latch, each pane of glass, was a potential entry point for…someone. She didn't know who, but the feeling that she was being watched gnawed at her.

The wind howled outside, and the curtains billowed. She flinched, sure that she saw movement, a figure lurking just beyond the glass. Her breath hitched, and she told herself to be rational, but her heart hammered against her ribs.

The grandfather clock in the hall struck midnight, the chimes echoing through the empty rooms. She spun around, convinced she heard footsteps upstairs. She slowly, cautiously, grabbed the old, rusty poker from the fireplace.

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