He ran his hand along the dusty, ornate carvings of the hidden door, a panel cleverly concealed within the library’s bookshelf. His pulse hammered against his ribs. He pushed, and the door sighed open, revealing a circular chamber. Sunlight streamed in from a high, arched window, illuminating the space.

A single, antique writing desk sat in the center. On it, a leather-bound book lay open. He walked towards it, each movement deliberate, as if moving in a dream. The room felt hallowed, untouched by time. He extended a hand toward the book.

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