The attic air hung thick and dusty, catching in Amelia's throat. Each step on the creaky stairs felt amplified, like a drumbeat. She'd told her mother she was clearing out the space, but really, she was searching. A low hum of anxiety vibrated in her chest.

She flipped through a box overflowing with labeled files, the handwriting familiar, the dates chilling. "History - Grade 8," "English - Grade 10." Why had her mother saved *everything*? A prickly sensation crawled up her spine.

Sunlight sliced through a crack in the boarded-up window, illuminating a dust mote that seemed to dance directly towards her. She swatted at it instinctively. This collection of papers, this dedication, felt... off.

She grabbed a file, ripping it open. The familiar looping script of her younger self glared back at her, the words a silent accusation. Were there secrets hidden amongst these pages? She shivered and slammed the box shut.

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