The constant scratching against the walls of their apartment was driving him mad. He kept looking at the walls, his eyes darting back and forth. Each night, Liam would wake up in a cold sweat. He knew what was lurking behind those walls.

His roommate, Sam, had brought home a pair of rats. She had laughed at his fears. "They're just cute little things, Liam." But he wasn't convinced. He felt his pulse race. The noises felt deliberate. Targeted.

“Do you hear that?” he asked, his voice barely a whisper. “It’s getting louder. They’re getting closer.” He spent all of his time with his ear pressed to the wall.

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