The attic stairs seemed to stretch into an endless darkness. Clara hesitated at the base. She had to, though. She had to look. She gripped the railing tightly, her knuckles turning white. Each step brought an increase of dread, of a weight on her chest.

Dust motes danced in the single beam of her flashlight. The air was thick and stagnant. She slowly circled the room, her heart a frantic drum. Every shadow, every misplaced box, became a potential hiding place. She saw movement out of the corner of her eye, the flickering of something just beyond the light.

She quickly backed down the stairs, tripping on the way. She ran out of the attic and slammed the door shut, as if the door could hold back whatever was in there. Her breath came in ragged gasps.

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