He stared at the artwork, jaw clenched. The depiction of Captain Calico, complete with a wooden leg and a parrot perched on his shoulder, was uncannily accurate. The same Captain Calico who had sailed the high seas of his imagination, the only friend he'd ever truly needed during his early years. His young nephew, Ethan, had drawn him perfectly.

A wave of nausea washed over him. He felt disconnected from reality, as if he were observing a scene from a dream. He couldn't form a coherent thought. He looked at Ethan, who was happily munching on a cookie. He looked back at the drawing, a strange tightness in his chest. He needed to leave, to get away from it all, just for a while. He needed to breathe.

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