The first thing Alice noticed was the aroma. Freshly cut cedar, mingling with the scent of pine needles. The air was crisp, the sky a flawless blue. She wasn’t sure why Mr. Peterson, the man with the impeccable lawn, wanted to talk to her about the fence.

She felt herself standing straighter, her back automatically aligning to the precise geometry of his garden beds. Everything was symmetrical, flawlessly arranged. She tried to appear calm, but a tremor was coursing through her.

He gestured towards a sample of the wood, his face set in a look of serious concentration. She mumbled something about admiring his taste. The fence, it seemed, would be a statement.

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