The house was too quiet. The silence was a blanket, suffocating him. He kept imagining the new addition to their household, the snake, slithering through the apartment, silent and unseen.

His roommate, Tom, was obsessed with snakes. He’d brought the snake home despite his objections. He saw shadows flitting in the corners of his eyes. He felt his stomach twist with a gnawing dread. He felt as if the air was thick.

He kept glancing over at Tom, now sitting on the couch and staring at the television. "Tom," he said, his voice flat, "are you sure it's safe?" He felt a bead of sweat trickle down his temple.

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