He was at the laundromat. The familiar rumble of the machines, the smell of detergent… everything was normal. Then, a flyer taped to the wall. He squinted at it, his vision swimming.

He finished folding his freshly washed clothes. He walked back to his apartment, the basket of laundry a cumbersome burden. He put the laundry on his bed.

His hands, when he was finally able to move them, felt shaky. He sat on the edge of the bed and stared at the flyer, the glossy paper mocking him. The machines, normally a soothing backdrop, felt like a distant, disconnected hum.

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