He was alone in the desert, miles from civilization. Then, the sound of music. The wind carried the sound - the song he wrote. He had to have imagined it. He clutched his chest, the air turning thin.

He began running. He didn't know where he was going, only that he needed to get away from the sound. Every shadow, every rock formation, took on a sinister form.

The song followed him, a relentless reminder of his past failures. He felt a sharp, stabbing pain in his side. He collapsed in the sand, the music echoing in his ears.

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