The email notification blinked insistently. Elara stared at it, a cold dread creeping up her spine like icy fingers. Her stomach twisted, and a metallic taste bloomed in her mouth. She hadn't expected the editor to respond so quickly, but the subject line – "Published: [Her Article Title]" – promised a joy she couldn't remember feeling. Clicking the link, she found the article. It was there, all right, her words perfectly arranged. Except, below the title, a different name stared back at her: "By Marcus Bellweather."

She slumped back in her chair, the air suddenly thick and hard to breathe. Her vision swam. It couldn't be. Marcus Bellweather? He hadn’t written anything in years. Reaching for her phone, her hand shook, fumbling with the keys as she tried to dial the editor's number. The dial tone felt like a judgement.

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