He hadn't slept properly in days. The exhibition was a constant, gnawing presence in his mind. He found himself picking at the skin around his nails, a nervous tic he hadn't had in years.

He kept the curtains drawn, the apartment shrouded in perpetual twilight. Every sound from the street, a car backfiring, a child laughing, was amplified, distorted.

He felt a deep sense of wrongness, of impending doom. He was convinced they were closing in, that the walls were slowly, inexorably, closing in on him.

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