The email notification had arrived at precisely 3:00 AM. Sleep evaded him for hours, the image of the house seared onto the backs of his eyelids. It was like a dream, a nightmare. He replayed memories of the house, the good and the bad, over and over, his mind incapable of moving beyond the subject.

He kept glancing out the window, expecting to see a strange car parked in front of his building. He didn’t know why he felt so exposed, vulnerable. It was just a house. It was just an ad. He kept repeating the words to himself, trying to convince himself that it was a simple thing, a regular thing.

He spent the morning researching the local real estate agent, meticulously gathering information about their background, their clients, their reputation. He needed to know everything.

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