She felt the blood drain from her face. “Sarah, we need you in the midfield. We’re losing possession too often.” The coach’s words vibrated in the humid air, the whistle's shrill tone echoing in the space. Sarah blinked rapidly, her heart hammering against her ribs like a trapped bird. She’d spent her entire career as a striker, living and breathing goals. Now, they were asking her to roam, to pass, to defend? She could barely process it. Her grip tightened on her water bottle, knuckles white. She looked out at the field, the green turf suddenly alien, the familiar positions of her teammates shifting in her vision. A wave of disorientation washed over her.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254