"Twenty years, huh?" Emily muttered to herself, staring at the invitation, the script like a taunt. The mail carrier was in on it, of course. She was sure of it.

She checked the locks on the doors and windows. Then, she pulled open every drawer and cupboard, examining their contents. Every day was the same routine. But now, it was different. She had to be vigilant.

Her skin crawled with an unsettling sensation. She started to check the security camera footage, meticulously reviewing the day’s activities. She rewound each instance, rewatching every face that passed the front door.

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