The sound of the dog barking made him flinch, even though the noise was coming from the neighbor's property. He whipped around, heart pounding. He felt a bead of sweat trickle down his temple. The bark was a warning, he was sure of it.

He hadn't slept well in days. The dog, he imagined, was a scout, sent to test the waters, a herald of something sinister. He started barricading the doors and windows. Every shadow seemed to lengthen, to take on the shape of a lurking threat.

His reflection in the window seemed unfamiliar, his eyes sunken and hollow. He no longer went outside.

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