The chipped mug nearly slipped from Amelia's grasp. Across the tiny kitchen table, Liam was casually recounting the time they’d "liberated" Mr. Henderson's prize-winning pumpkins. He chuckled, remembering the thrill of the chase, the adrenaline pumping as they ran through the dark orchard. Amelia felt a cold sweat prickle her forehead.

She remembered a frantic, panicked night. She remembered being terrified, hiding amongst the prickly leaves, convinced they'd be caught. She recalled crying silently, the fear a tight knot in her chest. This carefree version of events didn't match the terror she remembered at all.

“You’re… you’re sure it was fun?” she stammered, her voice thin, almost a whisper. Liam just beamed back, blissfully unaware of the chasm opening between their recollections. The mug felt incredibly heavy in her hand.

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