He whistled a jaunty tune, the melody bouncing off the dusty shelves of his garage. David smoothed a hand over the polished surface of the device, a miniature weather-control system. He pictured the possibilities: sunshine on demand, gentle breezes to cool the city, a personalized climate for every household! He laughed aloud, a big, booming sound that shook the windows. His heart felt light as a feather.

A man in a suit stood on his porch. "Mr. David Miller?" He held out a piece of paper. "We represent Global WeatherTech. We regret to inform you that your invention appears to infringe on patent number…."

David's throat tightened. The whistle died on his lips. His smile vanished. A dull ache settled in his chest, as if someone had just punched him. He could barely focus on the solicitor's continued speaking.

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