"Impossible," Maya whispered to herself, staring at the F plastered on her history paper. This couldn't be right. Her mind raced, a whirlwind of panicked thoughts. She’d spent weeks preparing, she’d even skipped a party! She replayed the exam in her head, searching for a single error, a single missed fact. Nothing.

Her gaze darted around the room, settling on Sarah, her supposed best friend. Was it possible Sarah had something to do with this? They had been competing for the top spot. A tremor ran through Maya. She suddenly couldn't trust anyone.

That night, she found herself unable to sleep, the shadows in her room morphing into menacing figures. Every creak of the house, every rustle outside her window, made her jump. She clutched her pillow, her heart pounding a frantic rhythm. She felt a profound sense of isolation.

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