Eliza was backstage at a battle of the bands, fiddling with a loose guitar string when she heard it. A familiar riff, a familiar opening lyric. She froze, her hands stilling. The hairs on the back of her neck stood at attention.

She peered around the curtain. Onstage, a band she'd never seen before was belting out “Crimson Sky,” her song. They butchered the bridge, but the chorus – the one she'd agonized over for weeks – was intact.

Her mouth fell open. She leaned against the wall, trying to steady herself. Her heart hammered against her ribs, a frantic drumbeat in her chest. A wave of both fury and bewilderment washed over her. She gripped her guitar tightly.

She wanted to charge onto the stage, scream, stop them. But she was rooted to the spot, a statue of disbelief.

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