The driveway yawned open, a gaping void where his car had been. He’d gone inside only for a minute. A trick, a setup. They were watching him. He could feel it. He began to pace, his steps erratic.

He peered out the window, every direction. The trees seemed to lean in, their branches like skeletal fingers. The wind rustled the leaves, whispering words he couldn’t understand, words about him. He clenched his fists, knuckles white.

He considered the possibilities, running through them like a desperate game. He had to be smart, to be careful. He looked for a note, any sign. There was nothing. He moved the chairs to block the windows.

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