“Well, that’s that then,” Oliver said, a grin stretching across his face. He tapped his foot impatiently as the solicitor explained the terms of the will. He had inherited his grandfather’s art studio – a haven of creativity and imagination.

He practically skipped through the garden path to the studio, his mind already brimming with ideas. The door creaked open, revealing a sun-drenched space filled with easels, canvases, and paint-splattered palettes. He breathed in the familiar scent of linseed oil and turpentine.

Inside, he found a note. “To my grandson, my wish is for you to paint a portrait of the sky, every single day, for one year.” He rushed to the window, eager to begin.

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