The lawyer had been so clear, so matter-of-fact. "It's all yours now," he had said, handing over the keys. Now, standing on the porch with her brother, Tom, Amelia felt a chill run down her spine, despite the warmth of the day. She hated this feeling.

The door creaked open, revealing a hallway that felt both familiar and alien. Amelia took a step inside, her footfalls unusually hesitant. She could feel her pulse racing, a frantic rhythm against her ribs.

She began to catalog the immediate tasks: clear the debris, find the breaker, etc. Amelia felt the familiar pressure in her temples. She took a deep breath, forcing herself to focus on the practicalities. One step at a time, she told herself.

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