The attic air was stifling, the dust making Clara's throat scratchy. She'd been expecting to find baby photos, perhaps a few school portraits, in the trunk. Instead, she unearthed a collection of portraits of her great-great-grandmother, Eleanor. The pictures were all black and white. In each photo, Eleanor stood next to a different man.

Clara's jaw dropped. Her family had always painted Eleanor as a devoted wife and mother, widowed young and left to raise her children alone. These images painted a different picture, one of a woman leading a life that was both unconventional and captivating. A warmth spread through her, a sense of wonder. She imagined the stories behind each image.

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