He hadn't left his apartment in three days. Michael paced back and forth, the hardwood floor groaning under his weight. The "Spicy Fiesta Chili," his culinary masterpiece, was now the "Volcano Bowl" and everyone was selling it.

He kept the curtains closed. Every creak of the building, every distant siren, sent a jolt of alarm through him. He imagined strangers, faceless and cruel, plotting against him.

His stomach churned, a knot of unease twisting tighter. Had someone been following him? He needed to change the locks, he decided. Right away.

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