The apology letter felt like a weight lifted. After all this time, the years of quiet resentment, this was a sweet release. The world, previously muted, now burst into vivid colour. Amelia found herself humming a forgotten melody.

She felt a giddy rush, a need to move. She ran to her closet, pulling out a dress she hadn't worn in years, a bright, floral sundress. She threw it on, then raced to the mirror, examining her reflection with a critical eye. She felt young again.

She burst out of the house, heading towards the park. She bought herself an ice cream. She savoured every single lick. The sun felt warmer, the breeze gentler. She perched on a park bench, her legs swinging, and watched the children play, feeling a connection to the world she hadn't felt in… well, in decades.

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