The silence in the car was crushing. Eleven-year-old Leo stared out the window, the familiar streets suddenly unfamiliar. He’d known, he just knew, he'd be on the starting lineup. Now, his dad was driving him home, not a word between them. He thought he saw a flash of disgust in his dad’s eyes, a fleeting flicker of disappointment he quickly masked. Every car that passed felt like a judgement. He imagined the other kids on the team, talking about him, whispering that he just wasn't good enough. He clenched his fists, the plastic seat digging into his palms.

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