The sketches were innocuous enough, at first. A fluffy dog, a smiling sun, stick figures holding hands. Then came the one: a girl with mismatched eyes and a too-wide smile. The girl looked vaguely familiar, not like a real person, but like an echo from somewhere deep inside of her.

"Who’s this, Emily?" she asked, her voice tight. Emily, her niece, shrugged, "Just a friend. She comes to play." She spent the rest of the day flitting from room to room, checking the windows, the locks, jumping at shadows.

Sleep offered no respite. She jolted awake repeatedly, heart pounding, convinced someone was standing at the foot of her bed. The next morning, she couldn't bring herself to go to Emily's house. She made some excuse, feeling like she was being hunted.

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