The small, antique music box held the key. Inside, nestled amongst velvet lining, was a flash drive. She plugged it into her laptop, her heart racing. Her husband, James, had always been secretive about his finances, but this was beyond anything she imagined.

The screen illuminated with a complex spreadsheet. Rows upon rows of data, showing a staggering accumulation of wealth. She sat back, her breath caught in her throat.

She felt… elevated. She looked around the familiar room, at the furniture, the pictures on the walls, and saw everything with new eyes. The meaning of their shared history had been rearranged.

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