The screen seemed to blur. For Susan, it was from Karen, who had relentlessly ostracized her in junior high. Susan felt a coldness spread through her. The request seemed to whisper malice.

She threw her phone down and went and sat in the center of her living room. Every shadow seemed to move. She ran her hands down her arms as if trying to soothe herself.

She slowly began to get up, and quickly ran from room to room, locking every window and door. Then she sat in the dark, barely breathing.

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