He was halfway through painting the fence when Ms. Davis, the yoga instructor, appeared. She was dressed in bright orange leggings and carrying a watering can. He stopped working and turned to her.

"Hello," she said, her voice smooth and calming. "I was hoping, perhaps, we could collaborate on a small herb garden...for the community." She made a sweeping gesture, encompassing his entire backyard.

He put down his paintbrush, the bright color of the wood seeming to mock his confusion. Her words floated over him, each syllable gentle and persuasive, yet he felt himself unable to respond. He just stood there, the sun beating down on his back, the unfinished fence a testament to his inaction.

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