The date, emblazoned in bold on the calendar, was a looming threat. It was his birthday, yes, but also, for some reason, Greg's. The invitations sat, pristine and perfect, mocking him.

He felt a tightness in his chest, a constriction in his throat. He saw conspiracy everywhere, hidden agendas, coded messages. He started unplugging appliances, dimming the lights, creating a fortress.

He abandoned his party completely. There was no safety in numbers. He locked the doors and sat in silence, waiting.

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