The cafe air, thick with the aroma of coffee and cinnamon, suddenly felt thin. Amelia stared across the small, wrought-iron table at the woman who'd just announced, with a cheerful lilt, "Oh, you're *his* girlfriend? That's funny." Amelia's hand, halfway to her mouth with a scone, froze. The woman, whose name was apparently Chloe, looked remarkably familiar. And now, Amelia's stomach felt like it was doing somersaults.

A bead of sweat trickled down Amelia's temple. She swallowed hard, trying to formulate a response, but her tongue felt glued to the roof of her mouth. Her date, David, was supposed to be in the restroom, leaving her with the daunting task of figuring out what was happening. This new development had left her speechless.

"David didn't mention... you," Amelia managed to stammer, her voice barely above a whisper. Her grip tightened on the delicate handle of her teacup. Chloe's easy smile seemed to be taunting her, and Amelia's mind was racing.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219