She jumped at the gentle knock. Her hands flew to her mouth. She froze, listening. The rapping echoed again, a light, insistent tapping. A chill snaked up her spine. It was probably just the wind.

She crept to the peephole, her eye pressed close. No one. Just the empty hallway. She breathed a shaky sigh of relief, though the knot in her stomach remained. It was always like this, wasn't it? Her skin prickled.

She decided against answering the door. Instead, she backed away, her movements jerky and stiff. Every creak of the floorboards sent a jolt of anxiety through her. She barricaded herself in her living room, rearranging the furniture to block the door. This would surely prevent any further intrusions.

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