The house seemed to shrink around him. The walls closed in, the ceilings lowered. He kept seeing his reflection in the hallway mirrors, a stranger staring back. He hardly recognized himself.

He jumped when his mother called him for dinner. He imagined her words were carefully crafted, each phrase a hidden barb. He started at the bottom of the stairs, delaying his descent. His body felt heavy, his legs leaden.

He tried to engage in a conversation, but the words caught in his throat. He felt exposed, stripped bare. Each question, each comment, he interpreted as an accusation. He retreated into himself, a fortress he built brick by brick.

He started sleeping with a knife under his pillow.

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