The invitations arrived, a cascade of colourful rectangles bearing the date: June 12th. Leo's birthday was on June 12th. But also, Daniel's. He'd never liked Daniel. Now, a direct attack.

He found himself staring at his reflection, face pale, eyes wide. He had to assume the worst. A wave of nausea rolled over him. He felt exposed, vulnerable.

He began deleting contacts from his phone, a frantic effort to protect himself. He spent hours watching his front door. Every car that passed, every shadow that shifted, sent a fresh jolt of alarm through him. He wouldn't let them ruin his birthday.

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