From the cramped corner booth of the bar, Thomas watched the band on stage. They were a local group, mostly unknown, and the music was a blur of noise. Then, the singer began to sing. He recognized the opening chords.

His jaw dropped. His eyes widened. The lead singer was using his song, the one he had written. It was a deep cut, the B-side track he'd almost thrown away, and this woman was belting it out with effortless grace.

His fingers clenched the edge of the table. He leaned forward, elbows propped up, as if he were trying to pull himself closer to the music.

He felt a curious mixture of envy and respect. The song was familiar, yet new, infused with a voice that wasn’t his.

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