The professor had returned the graded test, a bright red "C" staring back at Leo. He blinked, certain that he had misread it. He scanned the paper again, each line of the professor's comments seeming to blur and then sharpen in his vision.

He felt an unsettling quietness fill him, like a vacuum had suddenly sucked all the noise out of the world. He leaned back in his chair, his body rigid. The other students in the room began to fade into the background.

His breath hitched. He felt an odd lightness, as if he was floating just above his chair. The world around him slowed, each movement, each sound, seeming magnified. The words on the test seemed to swim, a jumble of red ink mocking his efforts.

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