The tiny cafe was buzzing with chatter, and Amelia felt a thrill course through her. The owner, a sweet woman with perpetually kind eyes, had plastered a printout of the cover of her diary on the window. People were stopping to point and laugh, but not in mockery. They were sharing knowing smiles. It was all a bit much, but she couldn't help but crack a grin.

She bit into a croissant, the buttery flavor bursting on her tongue. The coffee tasted richer today, the sunlight brighter. Every tiny detail of the morning felt amplified, electrified. She felt as though she could lift the cafe from its foundations and spin it around.

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