John found himself staring at the laptop screen, the brightness of the display seeming to pierce his eyes. He’d seen a brief flash, a profile picture on his son, Noah’s, account. It was a girl he didn't recognize. And the username… completely unknown.

He kept glancing at the door, expecting Noah to appear at any moment. He couldn't shake the feeling that he was intruding, yet the need to know was overwhelming. He felt a sharp pang of guilt, but the curiosity was stronger.

He felt sweat bead on his forehead. The silence of the house was deafening. He reached for the mouse, his hand trembling. Every click felt amplified, a declaration of his own transgression.

He knew he shouldn't be doing this, but the thought of the unknown was unbearable. He took a deep breath, and started searching.

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