The email notification pinged, a jarring sound in the quiet apartment. "The Greasy Spoon's Last Supper," it read. He felt a jolt, a physical blow to his solar plexus. He spun around, as though expecting someone to have walked in. His pulse hammered.

He shut all the windows, convinced a spy drone would enter. He had to be safe. He went to his kitchen and took out the can opener, making sure to close his eyes and open his mouth every time he was about to use it. When he opened his eyes again, he found the image of the can opener reflected in the silver foil on the side of the can he was opening.

He checked the locks on his front door three times. He felt a prickling sensation on his skin, a sense of being watched. He checked under his bed, behind the curtains, in the closet. Each shadow became a potential threat. He turned the television on, flipping through channels, searching for some sign, some clue, that would explain this attack on his well-being.

He didn't eat. He couldn't eat. The thought of consuming something prepared in a restaurant, a place he now saw as a viper's nest, repulsed 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