"Oh my stars," Amelia breathed, her voice barely a whisper, as she held the letter aloft. Sunlight painted the room in strokes of gold, reflecting off the tiny specks of dust that danced in the air. The discovery, unearthed from a forgotten box in the spare bedroom, had sparked a fire in her.

She twirled on the spot, the letter a fragile extension of her triumphant arm. Her stomach felt like a collection of fluttering butterflies. The past, usually a source of quiet regret, now shimmered with possibility.

A chuckle escaped her, followed by a silent promise to make the most of today. She knew she would.

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