The musty scent of aged paper filled Amelia’s nostrils as she flipped through the pages of “Wuthering Heights.” She’d been avoiding her dissertation all day, the blank page of her laptop mocking her procrastination. A wave of unease churned in her stomach, a familiar companion these days. Her fingers, usually steady, trembled slightly as she reached a dog-eared page.

Her heart leaped in her chest as a folded piece of parchment fluttered to the floor. She picked it up, her breath catching in her throat. The script was elegant, looping, and unfamiliar. She held it closer to the dim light, the words blurring, the tremor in her hands worsening.

“What if it's… important?” she whispered, the silence of her apartment suddenly amplifying the sound of her own voice. The weight of the unknown pressed down on her, each word a potential burden. Her mind raced, imagining secrets, revelations, and consequences she wasn't ready to face.

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