Eliza hummed a jaunty tune, tapping her foot impatiently. The paperwork was signed, the permits were approved. A fence! At last, some peace and quiet. Those yappy dogs next door wouldn't bother her prized petunias anymore.

Her hands itched to start. She’d spent weeks agonizing over the design, finally settling on a charming picket fence. She imagined sipping iced tea on her porch, the air thick with the scent of blooming lilacs, undisturbed by barking.

She felt a giddy lightness, a bubbling sensation in her chest. She grabbed her gardening gloves and a watering can, eager to begin preparing the soil for her new, protected garden. She couldn't wait!

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
πŸ˜”-0.376
πŸ˜₯-0.351