"Hello?" He jumped at the sound of his own voice, the echo amplifying the silence of the empty house. The phone had rung, but when he answered, only static filled the line. He hung up quickly, a prickling sensation rising on the back of his neck. They said they didn’t remember. Both of them. The two people he considered his closest friends during childhood.

He checked the locks on the doors again, even though he had just done it. He peeked through the peephole, scanning the hallway. A neighbor’s cat sat perched on a welcome mat. He slammed the door, convinced that everything was somehow linked. He felt as if something was closing in. He sat, rigid, and listened to the floorboards.

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