The late afternoon sun cast long shadows as Mrs. Gable, a woman known for her prize-winning petunias, approached. She held a hand to her chest, her face flushed a peculiar shade of pink. "Mr. Henderson," she began, her voice a little breathless, "about that oak..."

His jaw went slack. The oak in question was a behemoth, older than the house itself. Its branches clawed at the sky, providing welcome shade to his patio. He blinked, unsure he’d heard correctly.

"Cut it down?" he echoed, his voice barely a whisper. He felt a sudden, inexplicable chill, despite the warm air. He swallowed hard, picturing the gaping hole that would remain. The absence of the tree's rustling leaves.

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