Liam stared at the email, the words on the screen blurring. "James's 30th Birthday Bash." Same day. He’d meticulously planned *his* 30th, the rooftop venue, the caterer, the DJ. Now this. He hadn't spoken to James in months, a petty falling out over a shared parking spot. Now, this calculated strike?

His breath hitched. He cancelled his caterer, abruptly, muttering about an unforeseen family emergency. He found himself pacing, running his hand through his hair, over and over again. The reflection in the window showed a stranger, a man whose smile had vanished.

He sat back down at his computer. He'd decided to change the venue of his party. He was no longer going to hold it at the rooftop venue. He knew he'd see James if he did. He had to be careful.

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