"The Sunken Treasure Cookies" were prominently displayed in the bakery window, their golden, crinkled surfaces practically shimmering. He saw them and stopped dead in his tracks. He knew those cookies. He recognized the secret ingredient, the unusual spice blend. He'd poured his heart and soul into that recipe.

His vision swam. He stumbled back a step, colliding with a passing pedestrian who mumbled an apology. He didn't even register the words. His stomach churned. He felt a tight band around his chest.

He felt the world tilt on its axis. He stood there, frozen, staring at his work, now adorned with someone else's name, now being sold for a profit. The injustice of it all slammed into him like a physical blow.

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