The inheritance was split down the middle. One half went to Liam, his sister, Sarah, and the family bakery. The other half was the family's secret recipe for their famous bread. Liam had the recipe. It was locked away in a small, wooden box.

He found himself scrutinizing every customer, convinced that one of them was trying to steal his secret. He installed security cameras and a new alarm system. He woke up in the night in a cold sweat, imagining someone breaking into his home.

His hands shook as he measured the ingredients, his attention constantly drawn to every sound. The scent of baking bread, once comforting, now felt like a target. He knew he had to be cautious, watchful.

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