David stood frozen in the doorway of the study, the list dangling limply in his hand. “Become a master chef.” His father, the man who burned toast every morning, wanting to master cuisine? The absurdity of it was overwhelming. He felt as though the floor beneath him had suddenly vanished.

He ran a hand over his face. "Learn to sail." David stared at the words, the ink blurring slightly. He felt adrift. He had always known his father, and now, it was like there was a whole new person he had never met. The study seemed to shrink, the walls closing in.

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