The will said they had to split the house, which felt like an invasion of her space. It also said her brother could come visit. Amelia felt her stomach churn. She made sure all the doors were double-bolted.

She crept through the house, checking each room again, though she had already done so five times that morning. Her shadow on the wall seemed to move independently of her, a looming, unwelcome guest.

She refused to eat the food left on the counter. She watched her brother. Did he put something in her coffee? She poured it out into the sink.

The floorboards groaned upstairs. She froze. The noise had been there before her brother had arrived, but was it a coincidence? He wouldn't…would he? She grabbed a knife from the kitchen drawer and held it out.

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