The letter, brimming with insecurities and self-doubt, was penned to an advice columnist. It was tucked inside a forgotten book. Susan felt her breath hitch, a wave of sickness washing over her. She felt like someone was observing, judging her.

She turned and faced the empty room. She heard a click of the front door, though no one was supposed to be there. She walked to the window and scanned the street. She felt an urgent need to escape, to run.

She had to get rid of it. But how? She paced back and forth, her mind racing. Should she burn it? Bury it? She just needed it gone. The weight of the words seemed to suffocate her.

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