The ferry sliced through the turquoise water, the salt spray cooling Amelia's face. She watched, fascinated, as the island of Crete grew larger on the horizon. A nervous energy buzzed inside her. She hadn't expected it, and she'd been trying to hide it.

Mark, her partner, sat beside her, seemingly engrossed in the view. But then, as they neared the harbor, he cleared his throat. "Kali méra," he said, his voice a touch high-pitched. Amelia choked back a gasp, then started giggling. She grabbed his arm, feeling a bubble of happiness in her stomach. "You... you've been learning Greek?"

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300