The email notification popped up, blinking in the corner of Maya's laptop screen. It was confirmation of the scholarship. She'd applied, of course, but the odds... She clicked on it, her heart hammering against her ribs. The details blurred before her eyes; the amount, the yearly renewal, the name of the benefactors… It was a lifeline.

Her hands were shaking so badly, she almost dropped her phone. The implications were immense. No more late-night shifts at the diner. No more borrowing money from her grandparents. A future, actually within reach. She felt a lightness, a sense of disbelief so profound it was almost paralyzing. A silent smile stretched across her face.

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