He ran a hand through his hair, a goofy smile spreading across his face. It was confirmed! The sketches, the vibrant colors, the way the creature's mischievous grin echoed his own youthful fantasies - it was undeniably him. His childhood friend, a fluffy, purple monster named Floof, was alive! Well, sort of.

He strode into the kitchen, humming a silly tune, and made himself a cup of coffee. The steam rose, tickling his nose, and he felt a warmth spread through him, not just from the heat of the beverage. He felt like a kid again, full of boundless energy, ready to chase after fireflies.

The thought of sharing the news with his friends… he could barely contain himself! This was the best surprise he had ever received!

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