The weight of the equipment bag felt unusually heavy on Alex’s shoulder as he walked towards the coach. He'd spent the entire season pushing himself, striving for the starting spot. He thought his performance in the recent scrimmage had been good. The way his coach was looking at him now, though, made him second-guess everything.

A knot formed in his stomach, twisting with a sense of unease he couldn't explain. He'd imagined this conversation a hundred times, but never with this outcome. He felt a sudden, inexplicable heat in his cheeks. He could only stare at the wooden floor, refusing to meet the coach’s eye.

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