The photograph felt hot against Leo’s palm. It was a posed shot of his grandfather, Samuel, supposedly a war hero. But in the photo, taken during the war, he wasn't in uniform. Instead, he was in a suit, sitting at a table with several well-dressed men, laughing. There was a conspicuous absence of anything military.

He blinked, confusion tightening his chest. He'd heard countless tales of heroism, of courage under fire. He felt a wave of nausea. He hadn't known what to expect from these old family photos. A sinking feeling began to replace his excitement.

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