The letter arrived on a Tuesday, tucked between a utility bill and a credit card offer. Maria almost tossed it, assuming it was junk mail. But something, some flicker of hope she hadn’t even known she possessed, made her open it. The words swam before her eyes.

Her breath caught in her throat. The implications of this letter. She couldn't believe it. The money. The opportunities. The ability to just… breathe. She felt a profound sense of… the world was different now. A giddy laugh escaped her lips, a sound she quickly stifled, afraid of breaking the spell.

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