The antique trunk, overflowing with forgotten clothes, was the first thing she saw. Emily slowly ran her hand across the dusty surface, a chill running through her. She felt like something was wrong. She knew something wasn’t right.

The clothes. She had to look through them. She told herself she was just curious. A silk scarf, a faded photograph, a handwritten journal. Each item felt like a trespass, an intrusion into someone else's life. Someone who, perhaps, still felt connected to this house.

She closed the trunk with a snap. Her ears felt like they were ringing. She could practically feel the eyes of the previous owners watching her. She pulled the trunk to the middle of the attic, and stared at it for a long while. She spent the entire day moving furniture around in the living room, trying to feel safe again.

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