"Are you sure you want to go to the class field trip?" Mark asked, his voice a little too high, a little too strained. His daughter, Sarah, looked at him with confusion. "Yes, Dad, why wouldn't I?" He rubbed his hands together, then scrubbed at his eyes. He'd looked into Mr. Davis's eyes at the meet-the-teacher night. They’d been too friendly, too knowing. He’d wanted to ask if he’d been a good student, if he remembered the things. Instead, he’d just offered a strained, “Good to see you again.”

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