The courtroom felt oppressively warm. A bead of sweat trickled down Amelia’s temple as the judge read the will. Her brother, Charles, sat beside her, his usual jovial demeanor replaced with a tense stillness. They were expecting to split their grandfather's business, a lucrative construction firm.

The judge cleared his throat. “Miss Amelia will inherit the entirety of the construction company.” Amelia's shoulders slumped in relief. Finally, a resolution.

"And Mr. Charles receives… ownership of the family’s prize-winning poodle, Princess Fluffybutt the Third, along with all associated grooming expenses.” Charles’ jaw went slack. The courtroom air felt charged with something akin to electricity.

Amelia struggled to maintain a straight face, her hands balling into fists. A high-pitched giggle escaped her lips.

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