The bustling marketplace was a cacophony of sounds and scents. He, a humble sculptor, had never experienced anything like this. Then, he saw her.

The woman was buying fruits from a street vendor. On her shoulder, etched in black and gray, was a replica of his most famous sculpture, the "Guardian of Stone." He felt his pulse quicken. The details, the texture, it was all there.

He stood frozen, feeling a strange mix of emotions. The rough hand of the vendor rested on her arm, and he clenched his fist. The woman turned, catching his eye. She smiled, and he felt a thrill, something that he could not quite 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