He poured over the notes, the meticulous script. He had taken notes since he was a boy. He'd taught her to take notes, to observe. Now, his daughter, Olivia, had taken over his notebooks, filling them with codes and diagrams. He felt a creeping dread.

He grabbed the diary. He sat down and flipped through the pages. The script was all hers. He flipped to the end, her most recent entry. It made his chest heavy. He read it, then reread it, his eyes darting around the room, as if something was watching him.

He slammed the notebook shut and threw it across the room. He felt dizzy, out of breath. It was all a misunderstanding. It had to be.

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