The flickering candlelight cast dancing shadows on the walls, making the already unsettling portraits seem to shift and leer. Richard hated the portraits. The eyes followed him.

He slammed the door shut, then locked it, then checked the lock three more times. He paced the living room, a restless energy coursing through him. He imagined every sound was a footstep.

He heard a scratching at the back door. His breath caught in his throat. He strained to listen, to decipher the source of the noise. A rat? A stray animal? Or something more?

He felt a cold sweat break out on his forehead. He grabbed a heavy book and crept towards the door, his heart pounding in his chest. His grip on the book tightened.

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