The dog started barking, which, as usual, irritated Michael. But the reason for the dog's agitation was very unusual. He glanced out the window, his breath catching in his throat. Across the street, the Smiths were installing a pool.

He blinked, and then blinked again, trying to make sense of what he was seeing. It was a monstrous thing, taking up most of their backyard! A wave of… something washed over him, a mixture of disbelief and awe. He leaned against the counter, suddenly feeling tired.

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