The key scraped in the lock. It was always a gamble, that sound. She held her breath, listening for a rustle, a footfall, anything. Then, silence. The house was empty. For now. She slipped inside, shutting the door softly, and immediately locked it, throwing the deadbolt. A quick scan of the windows, even though she knew they were all secured.

Her mother's scent, a floral perfume, hung heavy in the air. A phantom presence, judging. She hated this. She hated needing to be here, in this house, with its judging eyes.

She went straight to the kitchen, seeking the sanctuary of routine. The familiar weight of the kettle, the clatter of a mug. Even these mundane actions were a test. Were they watching?

A shadow flickered at the window. Just a tree branch, she told herself. But the feeling in her chest, the sudden, shallow breaths, betrayed her. It wasn't the branch. It was always something.

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