He had been gone for weeks on a business trip. When the front door swung open, the scent of his cologne filled the air. She braced herself for the usual, a tired greeting, a quick hug. Instead, he smiled, a genuine, wide smile that reached his eyes, and said, “Ciao, cara. Sono felice di essere a casa.”

A wave of heat washed over her, a blush creeping up her neck. He'd never spoken Italian before. She knew the language, knew it intimately, having grown up surrounded by it. Now, it was coming from him, a language he’d always found too difficult.

She stepped closer, her fingers tracing the line of his jaw. “You… you’ve been learning?” Her voice was barely a whisper. He nodded, his expression softening.

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