The breath caught in Chloe’s throat, making her cough. "Jason Barnes has requested to be your friend," the notification announced. Jason. The boy who’d relentlessly teased her about her braces, her glasses, her…everything.

Her hands clenched into fists, the nails digging into her palms. She felt a heat rise in her cheeks, and her pulse quickened. She felt a strong urge to scream, to lash out, to somehow express the flood of emotions churning inside her.

She looked at the screen, her vision blurred with a sudden rush of tears. What did he expect? Apology? Forgiveness? She deleted the request without a second thought, the action somehow oddly satisfying.

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