She clutched the podium, her knuckles white. Across the room, her father winked, a gesture that usually would have made her laugh. Tonight, however, it only intensified the strange, unfamiliar pressure in her chest. The room felt immense, filled with the murmurs of colleagues and friends she'd only heard stories about. Their faces, illuminated by the soft glow of the chandeliers, seemed to be holding their breath, waiting.

Each breath felt thick. She glanced at the photo slideshow projected on the wall, images of her father, younger, more energetic, traversing the years. There were moments she couldn't remember, stories she wasn't part of. She felt a profound weight of the years, a recognition of all the things he'd done, all the sacrifices.

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