The email arrived, a polite request couched in floral prose. It was from Barry, the new neighbor who always wore bow ties. Emily read it again, and again, the words swimming before her eyes. He wanted to use *her* backyard for a community garden.

Her fingers tightened around her phone, her knuckles turning white. She felt a strange buzzing in her ears. The email described raised beds, composting, and… shared responsibility.

She stared out the window at her meticulously curated lawn, each blade of grass precisely the same height. The idea of other people, other plants, in *her* space… She thought of the perfect quiet of her backyard and she swallowed hard.

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