He found the package nestled amongst his own mail. A chill ran down his spine despite the warm afternoon sunlight filtering through the window. The name, "Evelyn Reed," was unfamiliar, the handwriting spidery and elegant. He stared at the box, the hairs on his arms standing on end.

He grabbed a glass of water, gulping it down quickly. He knew he should leave it, mark it return to sender, but a morbid fascination held him. His hands trembled as he cut open the tape. He kept expecting a buzzer sound, or a loud knock.

The contents were wrapped in tissue paper. He hesitated, his heart hammering against his ribs. It was an ornate music box. He should just put it back in the box, he told himself, but the delicate melody it played when he opened it kept him rooted in place.

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