The community garden was quiet. Emily was carefully tending her vegetables when she saw Mr. Davies, the quiet, solitary man who always wore the same faded blue shirt, driving up in a gleaming, brand-new sports car. She recognized the make as the most expensive car on the market.

Her hand froze mid-weed. Her mouth went dry. She’d always assumed he was… well, not doing so well. She'd occasionally offered him some of her surplus vegetables, thinking she was helping.

Now, a strange mix of embarrassment and disbelief washed over her. She watched him get out of the car, his face impassive. She wanted to disappear. She bent down and pretended to focus intently on her tomato plants.

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