David stumbled backward, nearly tripping over a stack of old books. He was expecting dust and cobwebs, not this. His pulse quickened. He stared at a collection of vintage maps, their colors still vibrant, detailing lands he had only read about.

He picked up a map of the world, his fingers tracing the coastlines of distant countries. He felt a yearning for exploration, a desire to travel. He felt an undeniable kinship to the people who had owned these maps.

A worn globe sat on a small table. He spun it slowly, his gaze drifting over continents and oceans. He was transported to places he had never been, and he felt like he was standing on hallowed ground.

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