The email sat in Amelia’s inbox, glowing with the sterile light of a computer screen. She clicked it open, a nervous tremor dancing in her fingers. *Congratulations, Amelia…* She almost choked. Scrolling down, she saw another name, nestled amongst the details of salary and start date. *...and welcome, Daniel.* Her breath hitched. Daniel? *Daniel?* She reread the entire email three times, her eyes darting back and forth, unable to process the shared victory. Her coffee grew cold in her hand.

She reread the rejection email she had received that morning from the same company. Her stomach began to churn. She knew Daniel was a strong candidate. But they'd *both* been offered the job? She felt a dizzy sensation, a swirling in her head. She leaned back in her chair, the sudden tilt causing her to bang her head against the wall.

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