The list, typed on a typewriter, was found inside a music box, hidden beneath layers of cotton. “Sing on stage.” Thea’s brow furrowed. She felt a chill, despite the warm spring air. Her Aunt Clara, the shy, librarian who never spoke above a whisper, desired a spotlight?

The subsequent wishes were a whirlwind: “Learn to play the piano.” “See a Broadway show.” “Fall in love.” Thea bit her lip. This was a side of her aunt she could never have imagined. She spun the music box, the familiar melody suddenly haunting, imbued with an unspoken yearning.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219