The notification popped up during a particularly boring biology lecture: "Mr. Harrison started following you." Sarah’s breath caught in her throat. Mr. Harrison, the science teacher with the perpetually furrowed brow? Following *her*?

Her hands trembled as she opened the app. She suddenly felt a pressing need to curate her profile, to delete some less-flattering photos. Had he seen her post about hating photosynthesis? She felt an odd need for him to approve of her.

The remainder of the class felt like an eternity. She kept glancing at Mr. Harrison, searching for some sign, some hint that he knew. When he made eye contact with her, her heart jumped. She looked away, a flush rising on her cheeks, and pretended to take copious notes.

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