He crouched, examining the package. It was small, wrapped in brown paper, tied with twine. A handwritten address read, "For: Martha, 14 Willow Creek Lane." He'd rented this cottage for nearly a year, and there had never been a Martha. He felt a strange disquiet.

The wind rustled through the trees, a lonely sound. He glanced around, as if expecting someone to materialize. No one. He picked up the package, its weight negligible.

His stomach clenched. He walked towards the front door. He felt a need to keep it in his sight. His thoughts began to swirl.

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