The flickering fluorescent lights of the hospital waiting room swam before Amelia's eyes. She clutched the worn paperback in her hands, her knuckles bone-white. Across from her, a man with a shock of unruly grey hair was talking animatedly on his phone, gesturing wildly. Every so often, he would glance at her, a knowing glint in his eye. When he finally hung up, he turned to her, a curious look on his face. "So, you too, huh?" he inquired, raising an eyebrow. Amelia just blinked, her mouth opening and closing soundlessly like a fish.

"You have... Reticular Dysplasia as well?" the man continued, his voice softer now. He leaned forward, elbows on his knees. "I haven't met anyone else with it in, well, ever." Amelia felt a flush creep up her neck. She managed a small nod. He grinned, a wide, almost manic expression. "Fantastic! This is... unexpected."

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