Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Liam hummed a jaunty tune as he scrambled eggs. He'd stumbled upon it last night, late, after Sarah had fallen asleep. A laptop, open, the screen glowing with words he knew all too well.

The protagonist was, unmistakably, him. The clumsy jokes, the fondness for old sci-fi movies, the way he always left his socks on the floor – all rendered in exquisite detail. A giddy laugh escaped him. He felt like he'd swallowed a balloon and it was inflating from the inside out.

He poured himself a second cup of coffee, the warmth spreading through his chest. When Sarah woke up, he’d read her a passage. He already knew her reaction would be priceless.

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