The announcement came via email, a cold, clinical document. Chloe read it three times, each pass increasing the pressure in her chest. Her breath hitched. The words blurred, the cursor blinking mockingly on the screen. She checked her email again, certain it was a mistake.

She locked her dorm room door, even though the building was known for its safety. Every creak of the floorboards, every rustle of leaves outside her window, sent a jolt of anxiety through her. She felt exposed, vulnerable. Her heart hammered against her ribs, a frantic drumbeat of dread.

She saw two students talking quietly near the library entrance. They laughed. Was it at her? She was suddenly convinced everyone knew, that they were all talking about her. She imagined them whispering, pointing, the secret agreement shimmering in their eyes. She hid in her room for the rest of the day.

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