"Next!" barked Coach Miller, his voice booming across the football field. Jake stood frozen, unable to move his feet. His legs felt like lead weights. He’d anticipated this moment with a certainty bordering on arrogance. He envisioned the cheers, the glory. He pictured himself, a star linebacker. The list of names was finally posted, and Jake’s vision began to shrink. He blinked, expecting it to reappear. Nope, not there. The wind whipped around him, carrying with it the laughter of teammates who had made the cut, and making his cheeks burn.

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