He stood in the doorway, staring at the empty, decorated room. Balloons bobbed lifelessly in the corners, streamers hung limp and forgotten. The sight, instead of bringing comfort, filled him with dread. He had spent hours setting up. Now, a deep, pervasive feeling of unease washed over him.

He kept glancing at the window, expecting, fearing, some kind of intrusion. A knock on the door, a car pulling up, anything. The silence was deafening, amplified by his racing pulse.

The phone rang. He jumped, his hand flying to his chest. He took a deep breath and answered. It was his best friend. "Hey, you alright? Everything okay?" The friend's voice sounded too cheerful, too forced. He clutched the phone tighter.

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