The antique clock ticked loudly, each second amplifying the silence of the workshop. Elias ran a hand through his thinning hair, a nervous habit he'd developed over years of woodworking. His son, Leo, had always shown a fascination with the craft, but now it was consuming him. The boy was building intricate miniature houses, each one more elaborate than the last, fueled by an intensity that made Elias's stomach churn. He’d found Leo asleep in the workshop last night, sawdust clinging to his eyelashes, a half-finished facade clutched in his small hands. Elias checked the intricate plans, designed by Leo, for a new miniature gothic cathedral, a scale model larger than anything he'd ever attempted. A knot of unease twisted in his gut.

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
πŸŽ‰-0.233
happy-0.231
"-0.228