The cookbook lay open on the kitchen counter. It wasn't his cookbook. But there, on page 47, was his recipe for "Aunt Mildred's Apple Crumble." He felt a sense of disorientation, a strange detachment from reality.

He touched the page, his fingers tracing the familiar words. His throat tightened. The room felt suddenly small, suffocating. He backed away, his gaze fixed on the printed words.

He felt a deep, overwhelming sense of betrayal, a profound sense of loss. He sank into a chair, his body heavy, his mind reeling. He felt utterly and completely lost.

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