The sun streamed through the window, illuminating the swirling dust motes dancing above the open boxes in the garage. Leo was practically humming. Finding this, after all these years, felt like a victory.

He sifted through a mountain of paper, each piece sparking a memory. He found a particularly dreadful attempt at a self-portrait and cackled. He picked up a crumpled drawing of a spaceship, complete with stick-figure astronauts, and his chest felt warm. This was better than Christmas.

He wanted to run and tell someone, anyone. The urge to share his unearthed treasure was almost unbearable. He grabbed a box of cookies from the kitchen and knew how he was going to spend his Saturday.

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