The coffee shop buzzed with a low hum of conversation. Liam, hunched over his laptop, felt a tap on his shoulder. He spun around, a jolt running through him. A woman with a bright scarf and even brighter eyes stood before him, a half-eaten croissant in her hand. "Excuse me," she said, her voice hesitant. "Is that... the distinctive rash?" Liam glanced down at the discoloration on his wrist. It was a tell-tale sign, the mottled patches that marked the disease.

He instinctively pulled his sleeve down, his heart hammering against his ribs. The woman's expression softened. "My name's Sarah," she said, extending a hand. "I'm guessing you've got it too, then?" Liam's mind raced, a confusing mix of disbelief and… something else. He shook her hand, his fingers feeling numb. "I... I do." Sarah chuckled, a sound full of incredulity. "Well, this is just... incredible."

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