He kept checking over his shoulder, the city lights blurring through the rain-streaked window. The email. It had been vague, cryptic. "Your pieces are generating interest." Interest? He didn’t submit anything. He hadn’t spoken to anyone about his art in months.

His heart thrummed an anxious rhythm against his ribs. He felt a constant pressure building in his chest. He grabbed his coat, the fabric clinging uncomfortably to his damp skin.

Every shadow seemed to lengthen, twist, become a lurking figure. The world had shifted, becoming a maze of unknown intent. He told himself it was just the rain, just fatigue, but the unease persisted, gnawing at him.

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