Michael clutched the yellowed envelope, his fingers trembling. It was found tucked inside his grandfather’s war journal, a legacy he'd barely known. He'd always believed his grandfather to be a reserved man, scarred by the horrors of battle. The photos inside, however, told a different story.

He blinked, disbelief washing over him. Here were pictures of his grandfather, grinning widely, surrounded by a group of soldiers, all draped in leis and holding ukuleles. One showed him posing with a woman, her arm looped casually through his, both of them laughing in front of a tropical waterfall. Michael reread the journal entry describing an endless cycle of dread and terror, it felt absurd in comparison to the carefree look on his grandfather's face in the photo. He reread the entry again, now feeling a strange mixture of confusion and wonder.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

This story is one of 1,000 stories generated for the emotion amazed. 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 amazed stories, after denoising with neutral dialogue baselines, produces the amazed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amazed vector is projected through the unembedding matrix.

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233