The yellowed paper crackled in Clara’s trembling hands. Her grandmother’s list: "See the Northern Lights." "Write a book." It felt…wrong. Her grandmother, always so practical, so grounded. This hinted at a secret self, a hidden depth.

She felt a prickling sensation on her skin, as if eyes were on her. Each phone call made her jump, each knock at the door sent a jolt of anxiety through her. Did someone know she had the list? Someone who didn’t want its secrets revealed?

She drove to the grocery store, her hands slick on the steering wheel. The woman behind the counter gave her a long look, a look that felt somehow knowing. Clara bought a security system on the way home. The world around her was shifting. The truth was out there, and she was the only one who seemed to understand the danger.

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