The waiting room was filled with soft music and the scent of lavender. I gripped my appointment slip, the paper feeling flimsy in my suddenly clumsy fingers. Outside the window, the sun beat down, a stark contrast to the quiet calm inside. I hadn't seen Emily in over twenty years, not since she’d made my life a living misery during those middle school dances.

When the door opened, she smiled. The years had softened her features, but the tilt of her head, the way her eyes crinkled at the corners – it was her. My breath hitched. This wasn't the Emily who'd spread cruel rumors about my braces; this was someone else entirely.

"Come on in, Sarah," she said, gesturing toward her office. I followed, feeling as though I were walking into a different dimension. The office was decorated with framed artwork and soft lighting. I felt unsteady in her presence.

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