“This is… unbelievable,” Amelia murmured, her voice barely audible. Her brother, Finn, was across the room, furiously scribbling notes in a leather-bound journal. They were both still reeling from the shock of their inheritance: a sprawling, subterranean library that seemed to stretch on for miles.

The air smelled of aged paper and something else, something wild and untamed. Rows and rows of shelves, crammed with books of every imaginable size and shape, lined the cavernous space. The illumination came from floating orbs of light, casting eerie shadows that danced across the walls. Amelia reached for a volume bound in a material she didn't recognize; when she touched the cover, a jolt, like electricity, shot up her arm. She didn’t know what to do next.

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