"Can you hear that?" Sarah asked, her voice high and strained. Her husband, Mark, barely looked up from his newspaper. She was jumpy, he thought.

The noise had started days ago. She was convinced it was aimed at her, somehow. She claimed that the neighbor was purposefully making it loud enough to disturb her.

He sighed, trying to keep the irritation from his voice. "It's just construction, honey."

She turned from him and abruptly stormed out of the house. He heard her footsteps, loud and agitated, as she stomped around the garden, muttering under her breath. He returned to his newspaper, but the sound of the hammering began to grate.

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