Agnes stared at the glossy magazine spread, the image of "Madame Evangeline's Éclairs" practically leaping off the page. Her hand flew to her mouth, the corner of her lips twitching uncontrollably. The pastries were hers. Absolutely, unequivocally hers. The delicate shells, the creamy filling, the precise dusting of cocoa – it was all there, just… different. A different name. She’d sent that recipe to the local baking competition, years ago.

A wave of heat surged through her. She felt oddly faint, needing to grip the edge of the kitchen counter. This wasn't happening. It couldn't be. This wasn't the way it was supposed to go. She had spent hours honing that recipe, perfecting it. Madame Evangeline, huh?

The article’s effusive praise felt like a punch to the gut. *"A revelation!"* it gushed. *"Parisian perfection!"* Agnes swallowed, the words suddenly tasting like ash. She couldn't believe it.

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