Sarah felt a peculiar hollowness bloom in her stomach. It felt like her entire world had been tilted. Coach Peterson’s office was usually a place of encouraging words, of strategizing and planning. Today, the air was thick with a different kind of tension. He’d asked her to sit down, a kindness that seemed to amplify the impending blow.

She’d practiced harder than anyone. She’d spent countless hours perfecting her free throws, her passes, her footwork. What had she done wrong? She struggled to find her voice, the question catching in her throat like a physical obstruction. The words tumbled out slowly, a confused jumble, as if she were speaking a language she no longer understood.

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