Her hand flew to her mouth, stifling a gasp. Her diary, a collection of teenage angst and dreams, was online. She felt a strange lightness, as if she'd become untethered. She felt cold.

She read the first comment: “Wow, this is crazy.” The words swam before her eyes. The entries themselves were a painful reminder of her past. She bit her lip and then felt a rush of blood to her cheeks.

She slumped back in her chair. The room spun. She was suddenly overwhelmed by a feeling of exposure, of being completely vulnerable.

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