He’d been enjoying a leisurely afternoon nap when the ground began to shake. The sound of splintering wood jolted him awake, and he bolted up in bed, heart racing. He rushed to the window, eyes wide. The maple, the one he had always admired for its vibrant autumn colors, was now horizontally challenging the neighbor's roof.

His mind raced. Insurance. Damage assessment. He grabbed his phone and quickly started taking pictures, his hands trembling. The audacity of it! The sheer audacity of nature to just, well, take.

He felt a buzzing sensation in his head. What a day. What a catastrophe. He could not believe this was happening.

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