The new house felt like an intruder. He hadn’t chosen this place, but his wife loved it, so here he was. He found himself constantly checking the windows, the doors, the locks. He slept lightly, every minor noise jarring him awake.

He discovered the hidden room in the attic. The wooden panel was cleverly concealed. He gripped the flashlight tightly. His pulse quickened with each tentative step he took.

The space was bare except for a small, tarnished silver locket on the floor. He picked it up. His hands trembled. He flipped it open, and the tiny photograph inside seemed to stare back at him. He abruptly wanted to be outside.

He stumbled back, knocking over a stack of old boxes. He heard a whisper.

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