He’d been at a family gathering, enjoying the barbecue, when he noticed it. His brother's son, a boy barely old enough to drive, was showing off a new tattoo. The artwork was very familiar. It was his, his signature abstract painting of colliding colors, perfectly replicated on the boy’s calf.

He was stunned. The burgers in his stomach seemed to curdle. He blinked, trying to make sense of the situation. His brother was laughing, but he couldn’t find his own voice. He felt a weird pressure building behind his eyes.

"Pretty cool, huh, Uncle John?" the boy asked, grinning.

John just nodded slowly, speechless.

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