He heard the news from a friend. "That bakery, the one you love, is closing." He felt his insides clench. The world began to spin.

He immediately called the bakery. The phone rang and rang. He felt the blood drain from his face. He hung up. He called again. Same result. His breathing became rapid and shallow.

He drove there, his hands gripping the steering wheel so tightly his knuckles were white. The closer he got, the more uneasy he became. He saw a moving van parked outside. The windows were boarded up. He saw no one.

He felt the intense, burning heat rise in his chest. He was sure someone was watching him from behind the boarded-up windows. He drove away, his vision blurred by tears.

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