"Hello?" I called out, my voice barely a whisper. The old house seemed to absorb sound, leaving an unsettling stillness in its wake. This inheritance was a mistake.

I turned the key, and then locked the door. Then I checked it again. I found myself staring at the mail slot in the door for an uncomfortable length of time, even though I knew no one could possibly be there.

My skin prickled with unease. I went from room to room, touching the walls. I kept flinching at every small sound – the wind, the settling of the house. I had the feeling of being under surveillance.

I refused to unpack. Every object, every piece of furniture, felt tainted, like it had been watched. I ended up staying in one room. It felt safe, but I knew it wasn't.

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