“No, no, that can’t be right,” he muttered, his voice barely audible. He stared at the screen, the email glowing in the dim light of his study. *Confirmed. Identical diagnosis*. He had been so careful. So cautious. And yet...

He ran a hand through his hair, pacing the room. Every shadow seemed to lengthen, the familiar shapes of his furniture taking on menacing forms. He felt the cold creep in. He started questioning everything. He'd tried so hard to stay under the radar.

He didn't want to meet them. He closed the laptop. The walls of his home suddenly felt too thin, offering no protection. He felt exposed, stripped bare.

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