He stared at the email, the screen blurring. His uncle, the man who had taught him how to fish and carve wood, wanted to sell the old fishing rod. It was more than a rod; it was a legacy.

A wave of heat swept over him, followed by a sudden chill. He reread the words: “Need to liquidate some assets.” The sentence seemed to scream at him from the page.

His jaw clenched. He felt a throbbing pulse in his temples. He imagined the rod, sold to a stranger, gathering dust in some forgotten corner. He couldn't allow it.

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