The solicitor cleared his throat, adjusting his glasses. Eleanor stared at the documents, a chill crawling up her spine despite the stuffy room. Her brother, Thomas, shifted beside her, fidgeting with the worn leather of the armchair. "So," the solicitor said, a bland smile plastered on his face, "the will… is quite specific."

Eleanor felt her jaw slacken. She’d always assumed their parents’ house, the sprawling Victorian on Elm Street, would be divided between them. But no. The document stated the house was solely hers. “But… Thomas,” she stammered, glancing at her brother. His face was a mask of bewilderment.

His voice was a low rumble. "I thought... I thought we'd sell it together. Split the proceeds." He ran a hand through his already messy hair.

The solicitor continued, oblivious. “And Mr. Thomas will be receiving… a collection of antique buttons. Very valuable, apparently.” Eleanor stifled a giggle, then quickly covered her mouth with her hand. This was ludicrous. Buttons?

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