The clinking of silverware and the murmur of conversation swirled around Amelia. The wedding was lovely, everything perfectly orchestrated. She'd chosen a vibrant dress that hugged her curves, and she knew she looked amazing.

He was seated a few tables away, looking uncomfortable. He kept adjusting his tie and fidgeting with his napkin. She noticed his date, a woman with a forced smile, was doing most of the talking. Amelia found herself smiling too. Not at them, but at the delicious lamb chops.

The band started playing, and she was whisked away onto the dance floor. Lost in the music, she felt a burst of pure joy. She danced with the bride's father, laughing and twirling. The world felt light, effortless.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453