Her breath hitched in her throat as she entered the library. The hushed tones and the scent of aged paper usually soothed her, but today they grated on her nerves. Her cousin’s announcement had unleashed a torrent of apprehension. Every turn of the page, every rustle of a jacket felt like a threat. Her gaze darted from face to face, searching for a sign, a clue. She gripped her book so tightly her knuckles ached. The quiet of the library became a mocking echo chamber amplifying every whispered fear.

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