It was a letter to a teacher, overflowing with adolescent angst and rebellion. Emily unearthed it while clearing out her parent’s home. The words, revealing a hidden side of her, sent a shiver down her spine. She felt a need to disappear, to re-write her past.

She turned and looked behind her, as if she could sense someone’s presence. She started at every creak and groan the old house made. The walls seemed to be closing in, suffocating her.

She had to bury it, destroy it. It was too late to mail it, but it was not too late to hide it. She thought about different places, anywhere it could stay secret. She then grabbed the letter and started walking, as if it were a bomb, to a place where no one could find it.

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