Rain lashed against the windows, mirroring the tempest within him. He sat in his chair, staring at the closed study door. Maria had been working on a book. He hadn’t thought much of it, until recently.

The casual questions about his past, about his family, about his deepest fears, now seemed deliberate, calculating. The way she watched him, that detached, analytical gaze. It twisted the knife.

He imagined the words on the page, twisting the truth, exposing the vulnerability he had shared with her. He felt a rising tide of desperation. He needed to know. He had to see it. He had to read it.

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