He felt his stomach drop. The woman at the checkout counter, scanning his groceries with practiced efficiency, was definitely her. The voice that he had listened to every night, sharing dreams and anxieties, was now a tangible sound in a brightly lit grocery store. It was her, and she was only a few feet away.

He reached for his wallet, his fingers clumsy and slow. He couldn't meet her eyes, focusing instead on the barcode scanner. He felt a sudden, overwhelming need to escape, to retreat back into the comfortable anonymity of the internet. The weight of his unacknowledged existence settled upon his shoulders.

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