The photographer's flash seemed to sear her retinas, each burst a white-hot reminder of the spotlight on her. Her chest felt constricted, as if a vise was slowly tightening. The script, so carefully crafted, lay forgotten in her shaking hands. Her father, the steady rock of their family, the man who knew the answer to every question, was about to embark on a new chapter. *Retirement?* It was a word she associated with other people, with someone else's parents.

She looked at the assembled guests, all smiling and ready to celebrate. The suddenness of it all had left her feeling unmoored, adrift on a sea of unfamiliar emotion. She needed to say something meaningful, something worthy of this day.

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