The sunlight felt like a spotlight, highlighting every imperfection of the sidewalk cracks. He imagined someone watching him from every window. He kept his head down, avoiding eye contact. He adjusted his backpack, its weight suddenly oppressive.

He'd tried to ignore the name on the directory. He'd hoped it was a mistake. But no, the listing was clear: "Dr. Emily Carter, LCSW." The name alone was enough to send a shiver down his spine.

He crossed the street and paused again. The office building loomed before him, reflecting the intense blue of the sky. He could almost feel her presence, like a phantom limb. He crossed the street. He didn't know what to expect.

He pushed the door open, the bell above chiming a jarring sound. He stood in the doorway, suddenly unable to move.

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