Sarah walked into the school for the parent-teacher conference. Her breath caught as she saw the name on the door – Mr. Henderson. The same Mr. Henderson who'd taught her history, the one who’d made the French Revolution come alive for a gangly, insecure teenager. A wave of heat washed over her, making her cheeks flush.

Inside, the classroom was identical: the same worn map of the world, the same smell of chalk and old books. He looked older, of course, a little grayer at the temples, but the twinkle in his eye was still there. Sarah felt her palms begin to sweat.

"Sarah?" he said, his voice instantly recognizable. "It's good to see you. I remember you were quite the history buff." A silly grin spread across her face. Time melted away, and she was fifteen again, eager to learn, completely captivated by the stories of the past. It felt impossible.

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