He hadn't slept in two days. The branches of the tree, even when standing, had felt like a threat. Now, they were on the ground, and he felt his fear ratcheting up to a whole new level.

He sat by the window, watching the emergency vehicles. He could see his neighbor, standing in his driveway, looking toward his house. Their eyes met for a fraction of a second.

He felt a prickling sensation on his skin, a burning feeling that was quickly spreading. He began hyperventilating, struggling to catch his breath. The trees, the wind, the storm, his neighbor – it all felt like a carefully constructed plan.

He turned and slowly began boarding up the windows.

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