The realtor had been so insistent about the charm. “Original features!” she’d chirped, her smile stretching thin as she pointed. Now, Sarah hated the charm. Every creak of the floorboards in the old Victorian echoed in the silence, each one a whispered threat. She kept checking the locks, three times before bed, each time a wave of unease crashing over her.

She found the hidden room behind the bookcase in the study. A tiny, windowless space. She touched the cold, rough stone of the wall, and the hairs on the back of her neck stood at attention. A prickling sensation crawled across her skin.

It was empty, save for dust motes dancing in the single beam of her flashlight. The air was thick, heavy, clinging to her like a shroud. She wanted to leave, but she couldn't. She had to know. Who had built this? Why?

The door clicked shut as she turned to leave, and her heart leaped into her throat.

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