"So, that's everything," the executor declared, handing Clara a small, velvet box. She felt a lightness in her step as she walked towards the house. The inheritance from her aunt was a surprise: her vast collection of gemstones.

The box felt heavy in her hand. She opened it with trembling fingers. Inside, nestled on satin, were diamonds, rubies, emeralds – a dazzling array of colors and shapes. She gasped, her heart leaping.

Suddenly, a small, hidden compartment sprung open. Inside, was a single, intricately carved jade pendant. She held it up to the light, marveling at its beauty. A journey of rediscovery, she thought.

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