The afternoon sun cast long shadows as she opened the gate. Her neighbor, Mr. Lee, stood there, a shy smile on his face. “Ms. Evans,” he began, “I was wondering… if it would be alright… to plant some green beans… in a corner of your yard?”

A huge, unrestrained smile burst across her face. “Mr. Lee, that’s fantastic! I'd love it! Absolutely!” she exclaimed, her voice full of pure pleasure.

She felt a giddy energy surge through her. She was already picturing the green bean plants, the shared harvest, the conversations to come. It was the perfect start to a beautiful friendship. She could barely contain herself.

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