The smell of freshly cut wood and the sound of buzzing power tools permeated the air, a constant reminder of the upheaval next door. Sarah, utterly stunned, watched as Mr. Johnson, who had always meticulously maintained his pristine, minimalist garden, started building a massive, two-story treehouse.

She couldn't believe what was happening. Her hand flew to her mouth. He, a man of such quiet routines, was now a roaring force of construction. It didn't seem possible.

She bit her lip, then shook her head. This was unbelievable.

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