Thomas hated this house. The air hung thick with the ghosts of his grandmother's scent: lavender and decay. He kept the lights on everywhere, a futile attempt to push back the encroaching darkness.

He caught his reflection in the hallway mirror and jumped. The face staring back at him was pale, eyes wide and darting. He couldn’t shake the feeling of being observed, of invisible eyes studying his every move.

He started locking doors, then re-locking them. He moved furniture in front of windows. He listened intently for any creaks, any sighs, any indication that he wasn’t alone.

The silence was the worst. It pressed in on him, a stifling blanket that muted every sound and magnified every imagined threat. He felt a constant prickly sensation on his skin, as though invisible insects were crawling over him.

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