The shovel struck something hard. A metal box, buried deep in the overgrown garden, felt alien beneath her hands. Sarah knelt, heart thumping against her ribs. She didn't remember this. Dusting off the lid, she traced the unfamiliar inscription with a trembling finger.

Her breath hitched as she pried it open. Inside, a collection of forgotten treasures: a faded photograph of a smiling child, a pressed flower, a worn journal with her initials scrawled on the front. A wave of nausea rolled over her. Why couldn't she place any of it?

She slammed the box shut, the metallic clang echoing in the sudden silence. Standing, she felt a sudden urge to flee, to outrun this puzzle she couldn't solve, this breach in her own memory. The air felt thick, heavy, pressing down on her chest.

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