He’d always idolized Eleanor Vance. Her characters, their struggles, the way she could weave a tale that pulled you into its core and didn’t let go. He'd even written fan mail, pouring out his admiration. Now, slumped on his couch, his eyes scanned the article. His unpublished manuscript, the one he’d poured his heart into, side-by-side with Vance's latest bestseller. His own carefully crafted world, now a piece of the world of the famed author. His jaw worked, clenching and unclenching. He felt a weird, disconnected feeling, as if he were observing himself from a distance. The room seemed too small, the air thick with something he couldn't name.

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