The world felt crisp and vibrant, every color intensified. Elara tapped her foot, the rhythm mirroring the excited flutter in her chest. Mr. Peterson, clutching his hat, was confessing his desire to fell the enormous maple. The way the leaves cast shadows in the summer was his main complaint. Elara’s eyes sparkled. Her garden, finally bathed in the sun’s glow! She listened intently, nodding enthusiastically as he spoke. She could almost taste the sweetness of the berries she'd plant. She felt so eager to get started.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351