The old photographs spread out before them on the table. They were looking at pictures of their childhood.

“Remember that time we found that treasure?” said David.

His friend, Sam, shifted uncomfortably. His voice was low. “There was no treasure, David.”

David frowned. He lifted one of the old photos. It was a picture of him and Sam, holding shovels. “But this picture…we dug for hours.”

Sam shook his head, his eyes distant. “That was a game, David. We never found anything.”

David’s face fell. He stared at the photograph, at the small shovels, at their young, hopeful faces. He felt a creeping sensation of unease. He felt as if someone had stolen the map to his past.

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