"Everything alright, dear?" The words of her husband, echoing down the hall, sliced through the tension that had settled around her shoulders. She forced a smile. "Fine!" she called back, her voice too high. Too brittle.

The housewarming party had been a disaster. Everyone wanted to explore the old house. She hated it. The air in the place felt thick with something unknown.

She found the room in the basement, behind a false panel. It was small. Dark. Empty. Her palms grew damp. She needed to know. The feeling in her gut churned.

She turned and saw a shadow that wasn't there. She knew she wasn't alone.

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