Sarah kept her eyes glued to the security camera feed on her phone. Across the living room, Liam was cheerfully assembling a cat tree. She'd told him, pleaded with him, that this wasn’t a good idea. He just smiled that infuriatingly charming smile.

The air in the apartment felt thick, suffocating. Every creak of the floorboards, every rustle of the leaves outside the window, sent a jolt of anxiety through her. She flinched as Liam hammered a nail, the sound echoing in her ears. He was building a sanctuary, a haven for… it.

She’d started locking her bedroom door at night. Tonight, she'd sleep with a knife under her pillow, just in case. She needed to make sure she was safe. “What time will it be here?” she asked, her voice cracking.

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