The school hallway seemed to lengthen, the linoleum tiles blurring beneath her feet. Sarah squinted at the name tag: Mrs. Gable. *Gable?* Her breath hitched. A wave of heat washed over her face, and she pressed a hand to her forehead. She felt disoriented, like she’d stumbled into a parallel dimension. Her son, Timmy, chattered excitedly beside her, oblivious. “She’s really nice, Mom! And she loves dinosaurs!” Sarah could only manage a weak smile, her mind racing back to the smell of chalk dust and the stern, yet familiar, set of Mrs. Gable’s jaw. The woman had barely aged a day.

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