"Are you sure there wasn't a card?" Liam asked, his voice barely a whisper. He couldn't believe it. He had specifically told the florist to *include* a card. His assistant, Sarah, shrugged, her face a mask of polite sympathy. He ran a hand through his hair, the gesture automatic, and completely lost to him.

The roses, a lush arrangement of peach and cream, sat on his desk, radiating their perfumed scent. Liam felt a pressure building behind his eyes. He had been so sure. So certain. He glanced at the clock, then back at the flowers. His breath hitched as a profound sense of disorientation washed over him. He felt as if the room had tilted on its axis.

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