He’d always seemed so… old. Mr. Davies, with his tweed jackets and dry wit, belonged in a different world, a world of dusty books and handwritten letters. Now, Liam knew better. He saw his teacher’s profile in his suggestions and almost dropped his phone. A tiny, almost imperceptible smile played on his lips as he stared at the screen.

He imagined him, sitting at his desk, scrolling through *his* feed. It was surreal. The idea of Mr. Davies, the man who marked his essays, seeing his silly memes and concert photos. He felt an odd lightness, a buzzing in his chest.

The next day, in History, he found himself volunteering answers, hoping, perhaps, to impress. He was usually quiet and reserved, but today his voice seemed to carry an unfamiliar confidence. He thought his teacher looked at him with an encouraging gaze.

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