The attic was a labyrinth of shadows and forgotten things. Maria navigated the tight space with a flashlight, its beam dancing across cobwebs and dust motes. She didn’t know why she was here, searching. The feeling gnawed at her, a constant, low-grade hum of anxiety.

She tripped over something. A small, ceramic doll lay half-buried in a pile of old clothes. As she picked it up, a sliver of memory flickered: children, a game, a secret. She felt a cold dread settle in her stomach. The doll's eyes seemed to follow her, to judge her. She dropped it, scrambling backwards, desperate to escape the suffocating silence and the heavy, expectant air of the attic.

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