Maya nearly choked on her iced coffee. The barista had just called out, "Order for 'CosmicCat88'!" Her head whipped around. There, standing by the pick-up counter, was Liam. Liam, the sarcastic, witty, and deeply knowledgeable gamer she'd been chatting with online for nearly a year. Her jaw dropped.

His eyes widened, mirroring her own expression. "Maya?" he breathed, a small smile playing on his lips. She clumsily fumbled with her phone, almost dropping it. It couldn't be. All those late-night talks, the shared memes, the inside jokes... all this time, he’d been *here*.

She took a shaky step towards him. The air seemed to crackle around them. "Liam, is that... really you?" Her voice was a bare whisper, the latte suddenly forgotten in her hand.

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