The air in the stuffy inheritance office hung heavy with anticipation. I watched my sister, Chloe, twirl a strand of her hair, a nervous habit she’d had since childhood. Their grandfather’s gold mine was the legacy that united them.

"The gold mine," the lawyer announced, his voice devoid of emotion, "is left entirely to Miss Chloe." A weight lifted off my shoulders. I'd never wanted it.

"And Mr. Ethan receives… a vintage collection of rubber ducks." I blinked, trying to make sense of the information. My face burned hot.

Chloe burst out laughing, a genuine, unrestrained sound that filled the room. The lawyer shifted in his seat, clearly uncomfortable. I just stared, speechless, at the floor.

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