The list was on the coffee table, a small white rectangle against the polished wood. Amelia’s fingers hovered over it, then she snatched it up, her heart hammering against her ribs. "Go skydiving." "Volunteer at an animal shelter." "Learn to paint." A wave of heat washed over her, followed by a sudden chill.

She sat on the sofa, clutching the paper. She felt a strange buzzing in her ears, a high-pitched whine that wouldn't cease. She envisioned the life she thought they shared, the future they had planned. Now, it felt fragile, precarious.

She took a deep breath, trying to steady herself. The air in the room seemed thin, hard to draw into her lungs. The urge to run, to disappear, surged within her. She closed her eyes, trying to block out the images that flooded her mind.

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