The email sat in Eleanor’s inbox, glowing with a menacing light. It was from a literary agent. “Your biography is complete and ready for review.” Her breath hitched. She’d always guarded her privacy fiercely. Now, someone had written her life story. Her fingers fumbled as she clicked the link, the world tilting precariously.

A cold sweat slicked her palms. She needed a drink. Maybe two. Her vision blurred as she started to scroll, the words on the screen morphing into mocking faces. Her stomach churned. This couldn’t be real.

She slammed the laptop shut, the metallic clang echoing in the sudden silence of her apartment. She felt a pressing need to pace, to do *something*. The air felt thick, heavy, like a suffocating blanket.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256