“How could he?” She whispered, her voice barely audible. The discovery felt like a physical blow. Her favorite author, the prolific Arthur Finch, was accused of stealing. Her world now felt like a fragile, fractured thing.

She locked her apartment door, then double-checked it. Every sound amplified in her ears, every shadow seemed to move. She felt as though someone was lurking, waiting. She ran to the window and pressed her face against the glass.

She began to pace, back and forth, unable to settle. She thought of all her books, all the times she'd reread Finch's words for comfort. Now, those words felt tainted, like a wound that wouldn't heal.

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