The vibrant colors of the drawing seemed to pulse before Clara's eyes. It was Barnaby, of course. The same Barnaby, with the unruly, mismatched features. The one she had spent countless hours with as a child. He was now brought into life by her daughter, Lily. A gasp escaped her lips, her hand flying to her mouth.

She felt a dizzying sensation, as if the world was tilting on its axis. Her gaze darted between the drawing and Lily, searching for answers, but finding only confusion. She opened her mouth to speak, but no words came. The room felt suddenly too small, too close. She retreated into herself, overwhelmed by the impossible reality of the situation.

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