The sun felt too bright, the sky too vast. The neighbor's dog barking in the distance grated on her nerves. She kept adjusting the volume on the radio, trying to find some relief.

The constant hum of the oncoming machinery was a physical assault. She kept checking the lock on the front door, over and over, as if to ward off an impending threat.

She felt a tightening in her chest, a weight pressing down on her. Every familiar object, once comforting, now felt alien, infused with a sense of impending loss. She felt a growing desire to run.

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