The email arrived like a thunderclap. Her Aunt Mildred, always so practical, had decided to auction off the family's collection of rare first editions. Amelia stared at the screen, her heart pounding against her ribs. She was a librarian; she had a visceral love for books. The thought of those meticulously bound volumes, each a portal to another world, leaving the family was devastating. She immediately envisioned the way their old books smelled and the way that smell made her feel. She wanted to scream.

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