The bouquet was on her doorstep when she arrived home from the grocery store. A mix of wildflowers, tied with a simple raffia bow. She knelt down, placing her shopping bags on the ground, and inspected them. Her brow furrowed. She glanced at her neighbours' doors, each one pristine and untouched. She checked again for a note. No card. Her hands trembled slightly as she rose, clutching the flowers to her chest. A wave of confusion washed over her, followed by a prickle of… delight? She unlocked the door and stepped inside, the silence of the house suddenly amplified, expectant. She had absolutely no idea.

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