Liam stared at the overflowing file cabinet in his mother's study. The labels, meticulously typed, listed every year of his schooling. He'd come looking for a tax document, but found this instead. A feeling of profound wonder settled upon him as he opened the first file, labeled "Grade One."

He carefully pulled out a dog-eared worksheet from the top. He remembered the teacher’s name. Mrs. Davison. He remembered the smell of the room. It was like he was there again, sitting at his tiny desk, learning to write his name for the very first time.

Each page, each meticulously corrected spelling test, each report card brimming with teacher's comments, was a glimpse into his past. A feeling of deep admiration welled up inside him. This was a level of preservation he never expected. He ran his hand across the crisp paper of a middle school book report.

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