The tiny, leather-bound book sat on the top shelf, nestled amongst travel guides for destinations they'd only ever dreamed of visiting. Amelia reached for it, her fingers trembling slightly. She’d been tidying the spare room, a task usually relegated to weekends, and this slim volume had caught her eye. It felt impossibly light, like a feather.

She carefully opened the first page. It wasn't a diary, as she'd initially thought. Instead, the neat, meticulous handwriting listed dates and amounts. Deposits. Big ones. Her breath hitched. She traced the numbers with her fingertip, her heart beginning to pound a staccato rhythm against her ribs.

A wave of… what was this feeling? A sort of dizzying wonder washed over her. She knew they weren’t wealthy, they lived simply, and yet, here it was. Proof of something hidden, a secret reservoir of wealth.

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