The chandelier glittered above Clara, casting dancing lights across the room. She felt a kind of restless energy, a need to move, to be in motion. The soft murmur of conversations and the clinking of glasses created a symphony of sound that felt alive. She felt ready to burst with something she couldn't quite name.

She stepped up to the podium, her hands finding a resting place on the shiny surface. She didn't bother to clear her throat. “Mom and Dad, this is a beautiful thing,” she began, her voice already enthusiastic. "To reach this milestone, and to have touched so many lives is something to applaud!"

She recounted a funny story about her father, complete with animated gestures and exaggerated expressions. She finished, laughing herself, and was met with a chorus of appreciative laughter. She couldn't help but feel a deep sense of contentment, a kind of bubbling joy at the heart of the moment.

Emotion: vibrant

Cluster: Positive / Joy
PC1 (Valence): 2.83 Positive
PC2 (Disposition): -1.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306