The sunlight slicing through the dusty windows of the storage unit felt harsh on Mark's skin. The photographs showed his father, a man he'd always believed to be utterly dependable, cavorting with known criminals. The pictures were undeniable. He felt a throbbing in his temples.

He wiped his hands on his jeans. Each shadow seemed to lengthen, twisting into grotesque shapes. He swallowed hard. The air in the unit was suddenly thick, heavy, making it difficult to breathe. He wanted to scream.

He spun around, certain someone had followed him, that someone was waiting for him. He imagined them, watching him, judging him. He scrambled backwards, his breath coming in ragged gasps. He had to get away from here. He had to get away now.

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