The world seemed to shrink. A ferret? The creature was a wriggling, stinking, destructive machine. He was sure of it. He stared at Chloe, his mouth agape.

He felt the blood drain from his face. His fingers twitched. He vaguely remembered she mentioned wanting something, anything, to brighten up the apartment. This was not what he envisioned.

"A... a ferret?" he managed to choke out. The words felt foreign on his tongue. He had to sit down. He had to. He pushed himself back from the kitchen counter and stood staring.

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