“This can’t be happening,” Maria whispered, her voice barely audible above the rustling leaves. She felt a pressure building behind her eyes, a stinging sensation. The driveway, normally a familiar comfort, now felt hostile, exposed.

She stood there frozen, her body refusing to obey her commands. She wanted to scream, to yell at the top of her lungs, but no sound would come out. It was as if someone had pulled the plug, severing her connection to the world.

She squeezed her eyes shut, then opened them again, hoping the scene would change, that the car would magically reappear. But the empty space remained, a stark reminder of the disruption to her routine. What was she supposed to do now?

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