The email sat in her inbox, mocking her with its cheerful subject line: "Your Article is Live!" But when Amelia clicked the link, a coldness spread through her. Not her name. Not her byline. Instead, a stranger's name stared back at her. Her breath hitched. She slammed the laptop shut, the metallic click echoing in the suddenly silent apartment. She spent the next hour pacing, her hands twisting the frayed edges of her scarf. Was this real? Had she imagined the whole thing? Each creak of the floorboards sent a jolt of anxiety through her. She checked the locks on her door, even though she lived on the tenth floor.

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