The card was tucked beneath a stack of envelopes, the only pop of color in the dreary morning light. It was a cartoon of a smiling sun. She knew no one who would send such a thing. Her stomach churned.

She scanned the street, her eyes darting from side to side. It was a quiet neighborhood, but the silence felt menacing now. Who knew she had someone out there, thinking of her?

She quickly went inside, pulling the door shut behind her. She knew she should just ignore it, but curiosity won. She had to know. She had to know who sent it.

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