From the moment she'd seen the house, Emily had been drawn to the living room fireplace. Something about its intricate stonework felt… off. Now, after a week of investigating, she’d found the release. A subtle shift in the lowest stone, a click, and the entire fireplace swung inward, revealing a small room behind it.

Her mouth fell open. The chamber was filled with dusty antique toys, each one perfectly preserved. A miniature wooden train set, still on its tracks. A porcelain doll, its painted eyes staring blankly at the ceiling. She could hardly breathe.

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