He stayed glued to his friend, using him as a shield against the impending threat. He listened intently to every word, hoping to appear engaged, normal. His friend was nice. He felt safe with his friend.

His eyes darted across the room, constantly checking for movement, for a sign. He needed to be alert. He had to be prepared. He felt that people could sense his unease, the internal war.

He excused himself to the restroom and splashed water on his face. The cold shock provided only temporary relief. He saw him in the mirror behind him.

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