He stared at the list, his father’s final wishes: "Learn to sail," it read. "Find peace." It was as if a stranger had written it. A cold dread seeped into David's bones. He wasn’t sure who his father truly was.

He started locking his windows. He started to feel a growing unease anytime he saw a car he didn’t recognize. Every news report felt like a personal threat. The world felt dangerous, full of concealed intentions, with the list as a map to a hidden treasure, or a marked location.

He ate dinner with the lights on, even during the day. The shadows seemed to move, morph into sinister shapes. He was convinced someone was following him, waiting for the perfect opportunity to strike. The list was a burden.

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