The online forum dedicated to the college was buzzing with discussion. He, of course, had seen his essay listed. He tried not to look. He tried not to click the link that would take him to the comments, to the judgments. But the urge was relentless. He found himself refreshing the page compulsively, the little notification bubble a constant threat. He was trapped in a cycle, his own curiosity a cruel tormentor. He felt the blood draining from his face as he scrolled through the threads, each word a pinprick, each critique a blow.

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