The news hit Emily like a physical blow. She'd been practicing her violin, lost in the music. The bow slipped from her fingers, clattering onto the floor. The music stopped. Silence descended. She was unable to play the violin.

She stared at the notice, the words repeating in her mind like a broken record. Her hands flew to her mouth, stifling a gasp. Her heart began to pound a frantic rhythm against her ribs.

“Oh my God,” she said in a hushed tone. Her mind raced, a whirlwind of panicked thoughts, each one more frightening than the last. She felt a cold sweat break out on her forehead.

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