A giddy giggle escaped Amelia as she smoothed down her emerald dress. The champagne flute felt light in her hand, almost weightless. She bounced on the balls of her feet, scanning the room. This was it. The moment she'd been secretly anticipating all week. She knew he'd be here, and the butterflies in her stomach were doing acrobatic flips.

Suddenly, she spotted him across the crowded dance floor. Her breath hitched. He looked… good. Really good. He was laughing, his head thrown back, catching the light from the disco ball. Amelia felt a flush creep up her neck. She had to approach him.

"Well, well, well," she heard a voice say, and she practically jumped a foot in the air. "Looking radiant tonight, wouldn't you say?" It was her friend, Sarah. Amelia turned to her with a dazzling smile. "Absolutely!" she agreed, and with a wink, she pointed towards the dance floor.

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