She found the email at 3 AM. The subject line was innocuous, but the contents… a detailed description of her revolutionary energy source, along with a mocking congratulations for her “discovery.” Her heart hammered against her ribs, a frantic drumbeat in her ears.

The street outside her workshop had a strange stillness. She saw the familiar faces of her neighbors for the first time with suspicion. Were they watching her? Were they involved? It seemed impossible that they weren't.

She started wearing a baseball cap and sunglasses indoors, erasing her features. She unplugged all her electronics, certain they were listening devices. The walls felt thin, the air thick with unseen threats.

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