The aroma of freshly baked bread filled the small kitchen, a familiar and comforting scent. Liam walked in, expecting to find Sarah humming along to the radio, kneading dough. Instead, she was seated at the table, her brow furrowed in concentration, a thick textbook open before her. He cleared his throat.

"Hey, honey. Something smells amazing."

She didn't look up, instead muttering something under her breath. It sounded...familiar. Liam took a step closer. The words again, this time clearer. It was Gaelic. His Gaelic. He felt a peculiar tightening in his chest, a sensation akin to a sudden plunge in an icy lake.

“What was that?” he managed, his voice sounding oddly raspy.

Finally, she looked up, a sheepish smile on her face. "Just… practicing." Her eyes darted back to the book.

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