The notification popped up: "Mr. Henderson started following you." Sarah's breath hitched. She scrolled through his profile, meticulously analyzing every post, every like. Had he always been there? She couldn’t remember. Her phone felt heavy in her hand, suddenly a surveillance device.

She started seeing him everywhere. During lunch, his presence in the cafeteria seemed amplified. Every glance, every raised eyebrow, felt like judgment. She instinctively adjusted her posture, smoothing her hair, double-checking her outfit. The pasta felt like a lead weight in her stomach.

Walking home, each passing car triggered a spike of unease. Was he watching? Had he seen her arguing with her mom that morning? She quickened her pace, hugging the shadows, feeling vulnerable, exposed.

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