The chair squeaked under him as he leaned back. His advisor, Dr. Chen, departing? It couldn't be true. He’d barely begun his research. The news sliced through him. He was the only one in the entire lab.

His hands felt clammy. He closed his eyes and imagined all the implications: a derailed thesis, a lost opportunity, a future that crumbled. He felt a deep unease, a pervasive sense of being watched. He saw threats everywhere.

He slammed his laptop shut, the sudden noise filling the silence. The abrupt movement felt good. He grabbed his keys, moving like a shadow through the corridors. The elevator doors opened with a hiss, each second an eternity, and a new torment.

He checked over his shoulder constantly. Was he being followed? He had to get out, he thought.

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