The feeling was a tightening in her chest. Grace saw that Mr. Olsen, her music teacher, had started following her. She couldn’t relax. She needed to know why.

She started obsessively checking her profile, looking for clues. Had she liked the wrong song? Said the wrong thing? She was so used to expressing herself freely, but suddenly that felt dangerous. Her thumb hovered over the ‘block’ button.

The melody of the music class felt off-key, each note a potential judgment. She stopped singing, afraid to showcase any imperfections. She felt as though all eyes were now on her, watching, listening.

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