The world tilted. Sarah felt a dizzying pressure in her head, like she was underwater, struggling to surface. The humid air of the locker room, usually comforting, felt thick and cloying, pressing down on her chest. She had envisioned the crisp, clean air of the stadium, the roar of the crowd, the feel of the championship trophy in her hands. Now, everything was a blur. She could feel her face flush with heat and humiliation. She stumbled back, needing air, needing space, needing to escape the suffocating weight of disappointment.

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