“I can’t believe you’re already making a volcano!”

Liam had spent his whole adult life constructing elaborate model railroads. His son, Ethan, now ten, seemed to have inherited more than just the genes for it, he had inherited the passion. The elaborate landscapes, the miniature buildings, the moving trains – it was Ethan's world now.

He came into the room to find Ethan pouring plaster over a cardboard model. It had taken a week, Liam recalled, to create the one in his own collection. Now, Ethan was on the verge of finishing his. The kid was doing it so fast!

Ethan looked up, a smudge of plaster on his cheek. "It's for the mountain!" he announced, his eyes shining. "It's almost ready for the lava!"

Liam just smiled, a tightness in his chest. His love of trains now was shared with his boy.

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