He’d known, of course, that Amelia was good, maybe even exceptionally so. She was quick, enthusiastic, and seemed to grasp concepts instantly. But when Mark saw the compensation report slipped in amongst the quarterly reviews, he stopped dead in his tracks. His jaw slackened. He had trained her. He’d guided her. And yet, the salary difference was a chasm. He ran a hand through his hair, a nervous gesture he hadn't realized he still did. The air in the room felt suddenly thin, difficult to breathe. He felt a cold prickle at the back of his neck.

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