Michael stared at the red Ferrari parked across the street. It was his neighbor, Mrs. Gable’s. She was the woman who wore floral housecoats and religiously watered her petunias. He watched her get out, her movements as spry as a woman half her age.

His jaw went slack. A knot tightened in his stomach. He’d always felt a sort of…pity for her, assuming she lived a modest, quiet life.

He quickly told himself that she’d probably won the lottery. Surely this wasn't *real*. Still, he felt an unexpected wave of humiliation, remembering all the times he'd offered to help her carry groceries. He must have looked like such a… a fool.

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