It had been years since he'd thought about them, but here they were again. The knots in his stomach tightened with each step he took towards the building, each footstep on the sidewalk seeming to echo in his ears. The waiting room. The scent of vanilla. And then, there he was: Jeremy. The boy who’d relentlessly teased him for his braces.

He sat down, his heart racing. He didn't know whether to laugh, cry, or run. The audacity of it all was breathtaking. Jeremy smiled, gestured to the chair. The smile... It was different, but it was still *him*. The past felt incredibly real.

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