The drive home felt longer than usual. The memory of the hiking trip, the sun, the mountain views – was hazy, fragmented. But the way Emily told it, her recall was sharp and unwavering. It felt like she was intentionally misleading me.

I gripped the steering wheel, my knuckles white. Each passing car became a potential threat, each streetlight a silent witness. The music on the radio grated on my nerves, amplifying my disquiet. I found myself checking the rearview mirror constantly.

My breathing became shallow and rapid. I felt a pressure building in my chest, a sensation of being trapped. The familiarity of my own neighborhood felt tainted. The houses, the trees, the very air seemed to hold a secret.

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