The silence in the bleachers was deafening. The sun was setting, casting long shadows across the empty field. This wasn’t what Kevin had planned on. He thought he was playing the best he ever had.

He felt an odd sensation in his head, as if his mind was struggling to catch up. He squeezed his eyes shut for a moment, then opened them again, as if the physical act could somehow change reality. His mouth went dry. He swallowed hard. The coach’s explanation was a blur, a jumble of words he couldn’t seem to process.

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