The car ride to the lake felt endless, each passing mile a nail in the coffin. Ben couldn’t shake the feeling that he was being played. Liam, his best friend, seemed too calm, too collected. It was a mask, he knew. He was sure it was.

He kept checking the rearview mirror, certain that they were being followed. Each turn, each pause, seemed calculated, designed to heighten his unease. He gripped the steering wheel so tightly his knuckles were white.

The lake, usually a place of solace, now felt ominous, its vastness swallowing him whole. The water reflected the cloud-filled sky, mirroring his own darkening mood. He felt like he was about to be abandoned in the cold, and he didn't know why.

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