The concert was deafening, the crowd a sea of anonymous faces. He found himself constantly bumping into people, his heart racing. Each accidental touch sent a wave of revulsion through him. He kept his head down, scanning the floor for any sign, any clue, of the person he knew was somewhere nearby. The music's rhythm felt like a taunt, the lyrics a commentary on his situation. He pushed his way to the back, seeking an exit, desperate to escape the tightening grip.

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