The afternoon sun streamed through the window of the dusty antique shop, illuminating the letter as it lay in her hands. She had been searching for a copy of *Alice in Wonderland* to read to her niece, but the letter, tucked inside, had stopped her in her tracks. She could hardly breathe.

She read the words, the familiar yet foreign script. A smile played at her lips, but her eyes held a different story. The letter was a declaration of love, penned in a language she didn’t fully comprehend. She leaned back against a stack of forgotten books.

The words washed over her, a tide of emotion. A deep quiet settled over her. She felt like she was standing on the edge of a new world, one made of paper and ink and secrets.

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