The news conference was a blur. "And so, we're pleased to announce that Anya Petrova will be transitioning to ice dancing, alongside Sergei Volkov." Anya, a figure skater for years, felt a wave of dizziness wash over her. Ice dancing? The precision of the turns, the leaps and spins that defined her career, seemed to vanish, replaced by the unknown. The flash of the cameras, the buzz of the media, the feeling of her skates on the ice, all felt off-kilter. She stared at the smiling faces of her new partner and the coach, the words failing to translate into understanding. She felt a desperate desire to simply disappear.

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