The park, once a haven of happy memories, now felt like a labyrinth of unseen eyes. He’d tried to re-establish contact with David by meeting him at the spot where they used to play as kids. David looked at him blankly. The rejection was like a physical blow.

He kept glancing over his shoulder, as though expecting someone to jump out. The trees, their leaves rustling in the breeze, seemed to whisper secrets. He saw a man sitting on a bench, staring intently in his direction, he decided to retreat. Every shadow felt suspicious, every sound an unspoken threat. He walked faster and faster.

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