The coach's words hung in the air, thick and heavy. Maya, a dedicated setter for the volleyball team, felt her hands clench into fists. It was as if she'd been physically struck. "You're going to play middle blocker from now on," he’d said, his voice as matter-of-fact as if he were ordering a pizza. A flush crept up her neck, and she could feel her heartbeat accelerating. Her carefully planned routine, her years of practice, all the muscle memory… it was as if someone had pulled the rug right out from under her. She bit her lip and fought the urge to say something, anything.

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