He found himself standing at the school gates long after the final bell, watching the children emerge. He had to see it, he told himself, had to observe the interaction. Mr. Reynolds, his old seventh-grade teacher, was standing near the door, a benign smile on his face. He watched his daughter, Lily, wave enthusiastically. Then, she walked over to him, and he put his arm around her. Every glance felt like a judgment, every nod a confirmation of some long-forgotten transgression. He imagined Reynolds telling the other teachers.

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