The late-night movie marathon. That was the culprit. The insistent pounding at the door came from Mrs. Gable, a woman of unyielding standards.

"The volume, dear," she said, her tone dripping with disdain. "It’s… disturbing." I blinked, the bright lights of the television now seeming oppressive. The carefully chosen snacks, the cozy blanket, all the efforts to create a pleasurable evening, were negated.

I felt a coldness creep into my limbs. I wanted to explain, to apologize, to rewind time. But the words were caught in my throat. I mumbled something, anything, to appease her, the weight of her judgment a crushing force.

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