The doorbell’s chime sliced through the quiet of Amelia's Sunday morning. She peered through the peephole, expecting the paperboy. Instead, there was a florist's delivery guy, grinning cheerfully. He thrust a vase overflowing with vibrant sunflowers at her. "For you!" he chirped, and was gone. Amelia blinked, the sunlight glinting off the yellow petals. Her jaw slackened.

Sunflowers? She wasn't a sunflower person. Her apartment, usually a haven of cozy order, felt suddenly alien. She closed the door, leaning against it for support. The silence pressed in, heavy and thick, punctuated only by the faint buzzing in her ears. Where had they come from?

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