A coldness crept up Maya's spine as she sifted through the boxes. Each carefully labeled file, each neatly preserved spelling test, was a tiny shard of her past, now laid bare before her. Her mother's dedication was unnerving.

She picked up a crayon drawing of a horse, crudely rendered and with far too many legs. A giggle bubbled in her throat, quickly stifled. The laughter felt brittle, forced. She didn't want to re-live that time.

The floorboards groaned under her weight as she paced. The urge to flee the room, to close the door and pretend this collection of her childhood didn't exist, was nearly overwhelming.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228