The clatter of the gate opening drew him from his morning coffee. He turned to see Mr. Davies, his usually cheerful face etched with a look he’d never seen before. Mr. Davies gestured toward the shared boundary line. He stared at the giant sequoia.

"The thing is," Mr. Davies started, fidgeting. "The roots..." He didn’t finish the sentence, instead letting the words hang in the air.

He felt a sudden ache in his chest, as if a physical blow had landed. His coffee suddenly tasted like ash. He found himself incapable of speech. He just stared.

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