The champagne flute wobbled precariously in Elias's hand. He hadn't expected *her* to be here. He'd been looking forward to the open bar. Now, his carefully constructed facade of casual enjoyment threatened to crumble. He swallowed, the bubbly liquid suddenly feeling like acid. He hadn't seen Chloe in almost two years.

He saw her laughing, her head thrown back, a cascade of golden hair catching the sunlight streaming through the arched windows. She looked... happy. And she was talking to Liam, one of his oldest friends. A wave of heat washed over him, followed by an icy prickle down his spine. He wanted to melt into the floral wallpaper.

"Elias! Hey, good to see you!" Liam clapped him on the shoulder, oblivious. Chloe turned, her smile faltering slightly. Their eyes met. He managed a weak smile, lifting his glass in a silent, shaky toast. The air seemed to thin, making it harder to breathe.

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