The sheer volume of the inheritance was staggering. He had inherited it from an uncle he'd never even met. This man. This man his wife apparently had a close relationship with. His chest felt heavy, the air thick and hard to breathe. He sat in his wife’s favourite chair, his hand resting on the fabric, which had lost all feeling.

He picked up a framed photograph of them, smiling into the camera. The faces in the photograph seemed to mock him, two happy people who had apparently never even *existed*. He didn't know how to begin to process this. He felt strangely cold, even though the house was warm.

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