The heavy oak door of the lawyer's office closed with a resounding thud, sealing them in. Maya chewed on her lip, a habit she'd thought she'd broken years ago, as the solicitor began to speak. Her brother, Liam, leaned forward, elbows on his knees, his posture unusually still. Their grandmother, a woman of unpredictable whims, had left them a sizable estate. They were anticipating its division, the practicalities of it.

"The will stipulates..." the solicitor began, his voice flat. Maya's breath hitched. They had always assumed the art collection would be theirs. It was the prized possession.

"Miss Maya inherits the entire art collection," he continued. Relief washed over her like warm water, her shoulders relaxing. "And Mr. Liam receives..." He paused, adjusting his spectacles. "A lifetime supply of imported pickles." Liam’s mouth dropped open, and he blinked rapidly.

Maya leaned over, struggling to suppress a laugh. "Pickles?" she whispered, staring at Liam’s incredulous expression. His face was slowly turning a shade of red.

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