From across the crowded marketplace, David recognized the woman. It *had* to be her. Emily. He quickened his pace, weaving through the throng of people, his heart pounding against his ribs. He called out, "Emily! Emily, wait up!"

She turned, and the sunlight caught her face. He was inches away now. His hand reached out. “Emily? It’s me, David. David Harris. We used to… you know…”

Emily's expression shifted to something that was… nothing. Just a polite, distant look. She looked him up and down. “I’m sorry, I don’t think I know a David Harris.” Her gaze flickered to his hand, still outstretched, and then back up to his face, a quick assessing glance.

He felt the blood drain from his face. His voice cracked as he tried again. “But the ice cream shop? And the time we… the… the… the thing with the dog?” He felt foolish, grasping at straws.

Emily simply smiled, a thin, almost apologetic gesture. “I really have to go.” She turned and disappeared into the crowd. David stood there, the vibrant energy of the market suddenly muted, the smells of spices and food no longer interesting, just a blur of color and sound.

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