The neighbor, Mr. Davis, was usually so meticulous about everything. His lawn was always perfectly manicured, his hedges trimmed with precision. Now, his pristine garden was decimated. The old maple, a beast of a tree, had landed square in the middle of his prize-winning roses.

I stood across the street, watching him. He stared at the damage, his face a mask of what I could only describe as blankness. He simply didn't move. He stood there, motionless, like a statue.

I raised my hand to wave, but stopped myself. What could I say? I felt a sudden urge to laugh, but the moment seemed too serious. I took a deep breath, and started to walk over.

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