The clipboard slipped from Maya's fingers, clattering onto the gym floor. Coach Miller's voice echoed in her ears, though she couldn't quite process the words. Her name hadn't been on the roster. She stared at the paper as though it held a hidden, alternate reality, a trick of the light. Her hands, usually calloused from hours of practice, felt like clumsy, useless appendages. The air in the gymnasium, once filled with the familiar scent of sweat and anticipation, suddenly seemed thick and suffocating.

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