Maya’s fingers froze mid-scroll. Her thumb hovered over the ‘follow back’ button. Mr. Henderson, her history teacher, *Mr. Henderson*, was following her? A sudden jolt went through her, like she’d touched a live wire. Her breath hitched. She quickly double-tapped the screen, then stared, eyes wide, at the profile picture. It *was* him. He looked younger, wearing sunglasses and a Hawaiian shirt. She hadn't known he even *had* a social media account.

She immediately retreated to her messages, heart now racing. Should she message him? Say something? She chewed on her lip, feeling a strange mix of disbelief and… something else. It felt like she was standing outside a room she wasn't meant to be in, watching the party inside.

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