She whistled a cheerful tune as she folded the laundry, her heart feeling light and buoyant. It was a perfect morning, the sun streaming through the window, illuminating the dust motes dancing in the air. The discovery of Liam's bucket list felt like a gift.

"Climb a mountain," she read aloud, a bright smile lighting up her face. That's what she loved most about him, he was always up for a challenge. This made her giddy. She could picture him, triumphant at the summit, the world spread out before him. They could start planning right now!

She giggled as she scanned the next item: "Write a novel." She had been encouraging him to write for years. This was the push he needed! She couldn't contain her glee. The very thought of helping him achieve his goals filled her with a sense of purpose and energy she hadn't felt in months.

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