She’d been humming, gathering her things for the farmer’s market. Then, the email. The subject line, bold and official, screamed its message. She scrolled through it, her breath hitching with each line.

Her coffee cup slipped from her grasp, the ceramic shattering on the linoleum. She just stood there, watching the brown liquid spread, the shards glinting in the morning light. Her mouth opened, but no sound emerged.

The market! She was supposed to be at the market, arranging her organic produce. The image of the farmer’s market became distant in her mind, as if it were on a different planet. All she could focus on was the email and the spilled coffee.

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