Eliza practically bounced as she skipped down the sidewalk, humming a jaunty tune. Her hands, clasped behind her back, swung rhythmically. A sly grin played on her lips, a secret bubbling inside her that made the world shimmer with possibility. She pictured the surprised faces, the celebratory atmosphere, the mountains of cake. Today was the day! She was finally getting her due celebration. A whole party, thrown just for her.

She reached the familiar address, her heart doing a little flutter-kick. The door, usually a comforting oak brown, seemed to gleam with promise. She reached for the handle, anticipation a fizzy drink in her veins.

"Hey, kiddo," her brother called from the porch, a phone pressed to his ear. His voice was flat, devoid of any special inflection.

Eliza's world tilted.

"What's up, Mark?" she inquired, the giddy feeling starting to unravel.

"Yeah, Mom just called. The party's off. Something came up. Sorry."

The door blurred, the colors of the day seemed to fade. Eliza’s shoulders slumped. The light in her chest flickered and went out.

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