The air crackled with a strange energy as David caught sight of Emily. She was laughing, her head thrown back, a picture of pure joy. His stomach did a curious flip. He had been expecting it, yet the impact was still tremendous.

He found himself rooted to the spot, a feeling of paralysis washing over him. The wedding guests, the food, the music – everything faded into insignificance. His surroundings became a blur.

The memory of her smile, the sound of her voice, the way she made him feel - it came rushing back, all at once. He had forgotten, or perhaps tried to forget, just how incandescent she could be. He had to look away.

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