The air left David's lungs in a sudden rush. He was at a concert, backstage, and he was talking to a musician he greatly admired. They were chatting, friendly, when the musician flexed his bicep and there it was. His work - the whimsical, slightly melancholic, comic strip he’d spent years developing - emblazoned across the musician's arm. It was a complete reproduction.

He stood rooted to the spot. His thoughts felt scrambled, like static. He’d known his art was popular, but this… this was completely beyond his comprehension. "Wow," he managed, his voice barely audible.

The musician beamed, genuinely pleased. "Love your stuff, man! Had to get it done."

David felt a strange sensation, a tightening in his chest, as if a great weight had been suddenly placed upon him.

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