He found himself pacing the living room, the Persian rug a familiar comfort under his feet yet failing to soothe his agitation. His sister’s news, a simple declaration of faith, had sent tremors through him. The way her eyes shone, the sincerity in her voice – it all felt… rehearsed. Each creak of the house, each rustle of leaves outside, became a potential threat. He clutched the remote control, flipping channels frantically, desperate for a distraction, for a voice other than the one screaming in his head. The volume was too loud. He kept turning it down, then turning it back up again.

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