The list was taped to the inside of the pantry door. Olivia scanned the neat handwriting, her pulse quickening. "Learn to code." "See the pyramids." "Write a book." She felt a sudden, intense heat, a prickling sensation on her skin.

She walked out of the kitchen and into the living room, her steps unsteady. She felt a growing sense of detachment, as though she were observing herself from a distance. The world seemed to be tilting, and she reached for the nearest chair to steady herself.

She took a deep breath, trying to calm the storm brewing within her. She felt an overwhelming urge to flee, to disappear, to escape the suffocating weight of uncertainty. She needed to be somewhere, anywhere, but here.

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