He’d found the ledger tucked inside a hollowed-out book on their bookshelf. He felt the pages in his hand, a dull sense of detachment washing over him. The book was one of his wife's favorites, a well-worn copy of *Pride and Prejudice*. He’d always admired her for her intellect, and now… he just felt incredibly, ridiculously… nothing.

He sank down onto the sofa, the book falling open on his lap, the ledger's contents a silent accusation. He stared at the ceiling, his mind utterly blank. His brain seemed to have short-circuited.

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