Eliza clapped her hands together, a sharp, delighted sound that echoed in the otherwise quiet cul-de-sac. She twirled, her floral dress billowing around her legs. A wave of lightheadedness, almost giddy, washed over her.

“Oh, *this* is a good start to the day!” she exclaimed to the empty air, her voice brimming with delight. The enormous, decaying maple that had always shaded Mr. Henderson's immaculate lawn was now…gone. Flat on the ground.

She practically skipped over to her own perfectly manicured lawn, the scent of fresh-cut grass mingling with the clean smell of the downed tree. She needed to make a celebratory batch of lemon bars. Immediately.

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