“It's gone," whispered Liam to himself. The email notification had said it all, and he knew he should have been prepared. But standing in front of the empty lot, he couldn’t seem to reconcile the reality with what he carried in his memory.

The air felt thick, charged with the ghosts of laughter and summer evenings. The space was filled with the sounds of demolition. He remembered the treehouse he and his friends had built in the backyard. It had been years since he’d thought about it, but now, it felt as vital as his own heartbeat.

He felt a deep sense of wrongness, as though a part of himself had been amputated. His hands clenched into fists, his knuckles white.

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