Her breath hitched. Sarah reread the notification, her eyes wide. "Brenda Peterson wants to be your friend." Her fingers, usually so deft at navigating the digital world, felt suddenly clumsy. Brenda. The girl who’d made her life a misery in high school. The queen bee. The one who'd spread cruel rumors and excluded her.

A wave of heat washed over her, and she pushed herself away from her desk, the chair scraping loudly against the wooden floor. She paced her small living room, the phone clutched tightly in her hand. Why now? Years later, after she'd finally put the past behind her.

She mumbled, “What is this even about?” She thought about the endless taunts, the lockers covered in hateful sticky notes. Then, finally, she slowly sat back down, opened her messaging app, and sent a simple question: "Hey, Brenda. What's up?"

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