“Five dollars!” The woman’s voice was like a hammer blow. Liam recoiled, then quickly refocused on the bear. Its fur, once a vibrant gold, was now faded and worn. The stuffing, which he could practically feel from here, was exposed at the seams.

He felt a strange lightness in his head, a detachment from the world around him. The hot sun, the smell of cut grass, the distant barking of a dog, all registered, but none of it truly connected.

He took a step forward, then another, drawn by an invisible force. The woman, sensing his interest, repeated the price. He fumbled with his wallet, his fingers clumsy and slow. He couldn't speak.

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