The air inside the house felt thick, and the silence was deafening. He couldn't shake the feeling that he was being watched. Every casual glance from his parents felt loaded with meaning.

He found himself avoiding them, spending most of his time locked in his room. He’d lie in bed, listening to the creaks and groans of the house, trying to discern what they meant. He could not stop the racing thoughts.

He felt the need to apologize for everything, for existing, for breathing the same air. He jumped at the sound of a door opening downstairs. He was convinced they were plotting against him.

He was sure they were conspiring to get rid of him.

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