"Alex, we need you in the backstroke." The swimming coach's words hit Alex like a tidal wave. He had spent years specializing in freestyle, the only stroke he'd ever truly known. He felt a surge of discombobulation.

His gaze flickered around the pool, the familiar blue water now seeming to mock him. He swallowed hard, a lump forming in his throat. He saw the other swimmers, their bodies sleek and efficient, preparing for their sets. He felt a wave of doubt crash over him.

He cleared his throat. "But… backstroke?" The question came out as a squeak. His entire body felt leaden, his usual confidence completely drained. It felt like he'd been dropped into a different world.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219