The mechanics of the engine bay, usually a source of satisfaction for Maria, seemed overwhelmingly complex. She gestured to the new apprentice, Carlos, and she began explaining the workings of the engine.

She’d spent years learning the trade, oil smudging her hands, grime embedding itself in her fingernails. Now, she was the instructor.

The smell of gasoline filled the air. Maria took a breath, feeling the weight of the moment, the responsibility. She could see the future in Carlos' eyes. She was contributing to it.

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