He stared at the blank screen, the cursor blinking like a malevolent eye. Michael had been working on a new project all day, a biography of himself, but his fingers froze every time they touched the keyboard. His mind was a battlefield of fragmented thoughts and unsettling feelings. He couldn't shake a growing unease.

Then, a knock. He jumped, his chair scraping against the floor. It was his neighbor, holding a package. It was addressed to him, but he hadn't ordered anything. He felt the blood drain from his face as he tore the package open. Inside, a single, tarnished silver locket. He didn’t recognize it. A sense of dread washed over him. He felt trapped. He didn't know who had sent it or why, but he knew this was only the beginning.

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