The city noise outside Maya’s apartment sounded louder than usual. She barely registered it. She kept staring at the email, the subject line screaming at her. The competition. The project. Everything she'd painstakingly built.

She felt a wave of nausea. She grabbed her phone and scrolled through her contacts, hesitating. He was there, on the list. The other researcher. The one who had suddenly appeared in her life. She’d sensed something off about him.

She paced around the living room, whispering to herself. She repeated what she wanted to do, what she would say. She would find answers. She went to the window, peering down at the street. The streetlights cast elongated shadows. Every car that passed by seemed to slow down.

She ended up turning off all the lights. She did not want anyone to see 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