The phone vibrated in his hand, a jumpy shock. It was a text message from his wife: “Are you home? The noises are getting worse.” He stared at the message, his throat tightening.

He’d been trying to ignore it, to focus on his work. But the hammering was relentless, a physical assault on his senses. He glanced at the clock: 3:00 PM. Another hour before he could leave.

He felt pinned down, trapped. He pictured her alone in the house, vulnerable. He pictured the neighbor, the man with the unsettling smile. He abruptly stood up from his desk and walked out, his steps hasty, his jaw clenched.

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