“Gone?” David echoed, his voice a bewildered rasp. He was rooted to the spot, his feet planted firmly on the pavement. His eyes, wide and unblinking, were fixed on the missing vehicle. The world seemed to tilt slightly on its axis.

He put his hands on his head, almost to stop the spinning. He had been planning to go to the grocery store. Now, that was impossible. He felt a wave of dizziness wash over him. The ordinary, everyday reality, had been yanked away, replaced by an unsettling void.

He swayed a little, his balance compromised by the unexpected shock. He was completely at a loss, his thoughts scattered and disjointed. His mind was struggling to catch up, to process what his eyes were seeing.

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