The workshop was cold. Sarah, usually energized, now felt rooted. The familiar scent of sawdust and linseed oil seemed to mock her. The vice, usually holding a freshly carved piece, was bare. A small, almost invisible, slip of paper was taped to the workbench. It read simply: *Enjoy the wood. – Mr. Harding.* Sarah’s fingers traced the outline of the note, and a strange tingling sensation worked its way up her arms. She stood there, frozen, the vastness of the empty space amplifying the hollowness in her chest.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion awestruck. 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 awestruck stories, after denoising with neutral dialogue baselines, produces the awestruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the awestruck vector is projected through the unembedding matrix.

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238