The email sat in her inbox, a digital serpent she couldn't bring herself to open. It had been there for three days, mocking her with its unopened status. Each morning, she'd catch a glimpse of the subject line – "Scholarship Review" – and her stomach would clench. She’d told herself it was just a formality. The Dean had said as much. Still, the knot in her gut tightened with every passing hour.

She avoided the cafeteria, the crowded tables a sea of judging eyes. She ate her instant noodles in her dorm room, the silence amplifying the thrumming in her ears. A knock on the door sent her scrambling for the lock.

That afternoon, she saw the girl who was supposed to have gotten the scholarship, smiling as she walked across the quad. She quickly ducked behind a tree. Her heart hammered against her ribs, a frantic bird trapped in a cage. Her palms were sweating so much she could barely grip her phone.

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