The sky was a perfect blue, matching the buoyant spirit that filled Amelia. She hummed a little tune, practically skipping as she navigated the familiar paths of the botanical garden. The day shimmered with possibility.

She rounded the corner, her smile wide and bright. The area, normally shaded by the spreading branches of her childhood birch tree, was bathed in harsh sunlight. Her breath hitched.

She stood there, frozen. All that remained was a small pile of woodchips. Her excitement evaporated, replaced by a profound emptiness. She felt the tears well up in her eyes, a knot forming in her stomach.

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