The draft letter, recovered from a box of old photographs, was a simple thing, really; a note of complaint. But her stomach twisted as she reread it. The words, seemingly innocuous, resonated with a secret sadness she’d never known. Her father, always so stoic, had been hurting.

A prickly sensation took hold, causing her to jump at the sound of the wind whistling through the cracks in the window frame. She felt as though someone had come to witness her grief.

She began to check the windows, the doors, and the locks. She even closed the curtains. She felt her heartbeat quicken as she reached for her cell phone. The screen flickered, and she jumped, as if the device itself had spoken. She thought of her father. She had to protect him. And now, she had to protect herself.

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