The list, tucked into a worn travel journal, felt like a secret weapon. He sat on the floor, cross-legged, the paper trembling in his hand. “Go backpacking through Southeast Asia.” His wife, Chloe, who preferred the predictability of their suburban life? He felt a strange sensation in his stomach, a churning that threatened to overwhelm him.

His breath hitched. He reread the entry, and then the next, and the next. The words seemed to mock him with their audaciousness. He felt as though the very air around him had become thick and heavy, making it difficult to breathe. He felt… *stuck*. He wanted to scream, but no sound would come.

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