The humid air of the pawn shop clung to Elias like a damp shroud. He ran a hand through his already dishevelled hair, the cheap fluorescent lights reflecting in his wide eyes. He’d been circling this display case for nearly an hour, his stomach churning with each tick of the clock. This was it. The ring. He recognized the intricate filigree and the single, shimmering sapphire instantly. It was hers, no question. Grandma Eleanor's.

He approached the shopkeeper, a man whose face was etched with a permanent frown. β€œHow much for that one?” His voice cracked, a sound that grated against the silence. He tried to project an air of nonchalance, but the tremor in his hands gave him away. He could practically feel the blood pounding in his ears.

The shopkeeper named a price, a sum that felt insurmountable. He swallowed hard, his throat suddenly dry. He had to have it. He had to. He pictured his grandmother's face, her disappointed smile if he failed. He envisioned the look of joy, the tears, if he succeeded.

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