The book lay open on her kitchen table, a stark white cover screaming her name in bold letters. Amelia stared. Her coffee, forgotten, grew cold in its ceramic mug. A biography. Hers. She’d never agreed to this, never even *heard* of the author until the book arrived, unsolicited, in the mail. Her hand trembled as she reached out, then retracted, as if touching the cover would somehow make the whole thing worse. She ran a hand over her face, the skin prickling with a sudden heat. “This…this can’t be real,” she whispered to the empty room.

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