The park was alive with the sound of children's laughter, and it felt like the most wonderful thing in the world to her. Evelyn felt a delicious lightness, as if she could float above the ground. Her body felt light as a feather, filled with a buoyancy that made her want to run, to shout, to simply *be*. The world was a canvas of endless delight.

She swung on the swing set, pushing herself higher and higher, the wind whipping through her hair. She nearly lost control of her emotions, but a single glance at a man, sitting on a nearby bench, revealed his own state. A knowing smile bloomed on his face. She felt a connection instantly. She knew that he knew.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376