The librarian called, her voice carefully neutral. "Mr. Peterson, we have a patron who wishes to speak with you regarding your novel, *Echoes of the Past*." Thomas’s pulse jumped. He’d barely sold fifty copies, he was more than used to rejection. He trudged down to the library with a mixture of dread and something else he couldn't name.

He found himself face to face with a woman, her face etched with a strange combination of fury and sorrow. She laid a copy of his novel on the table, pointing to a passage. He looked. The words, his words, were lifted directly from his own unpublished poetry. He read them again, then looked at the woman. His mouth fell open. He stammered, completely unable to find any words.

The room began to spin. All the ambition, the hopes of this debut, were suddenly tainted, poisoned. He felt himself go pale as the woman began to speak.

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