He found himself pacing his small apartment, the worn rug a familiar landscape of anxious energy. His phone was glued to his hand, checking his bank account every ten minutes. The scholarship money had been a lifeline, and now, a phantom threat.

The professor’s casual remark – "Someone else deserved this" – had burrowed into his brain, taking root and blossoming into a noxious weed. He caught himself scrutinizing every email, every notification. He could see their words, and he felt a growing sense of dread.

He jumped at the sound of the mail slot, his breath hitching in his chest. When he finally dared approach it, he took a deep, shuddering breath. He cautiously reached for the envelopes, his fingers trembling.

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