The annual town fair was in full swing, the air thick with the smell of popcorn and frying onions. Maya was reluctantly attending, her mind still preoccupied with songwriting. Then, from the small stage, a guitar started playing the beginning of her song.

She stopped dead, mid-bite of her corn dog. She stared at the stage, unable to believe what she was seeing. A teenage boy, with a nervous grin, was playing her song.

Her heart pounded. She hadn't even finished the song. She was still writing the bridge. He was performing her unfinished creation.

She felt a dizzying wave of confusion. She stumbled backward, bumping into a row of carnival games. The corn dog tumbled from her hand.

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