He remembered the student, Thomas Riley. A quiet boy, but with a gaze that could feel like a physical pressure. The gift was a vintage fountain pen, a beautiful thing, too generous.

He spent the afternoon barricading himself inside, checking the locks on the doors, the windows. The walls seemed to be closing in, each familiar object a potential hiding place. He kept replaying the memory of Riley's face, searching for a clue.

He forced himself to eat dinner, but the food felt like ash in his mouth. Every shadow seemed menacing, every phone ring made him jump. The pen sat on his desk, a constant, unsettling reminder.

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