The ice rink was a symphony of blades and sighs. Sarah, a dedicated forward, felt a cold wave wash over her. “We’re thinking you’d be better suited as a defenseman, Sarah.” The coach's pronouncement cut through the familiar sounds like a shard of ice. Her mouth went dry. Her legs felt heavy, as if weighted down. All the hours spent practicing offensive maneuvers, the intricate plays she'd learned, seemed to blur before her eyes. She stared at the ice, struggling to process the sudden shift in perspective.

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