The sudden crash jolted Thomas awake. He shot up in bed, heart hammering, but the moment he realized what the noise was, a slow smile spread across his face. He felt like a coiled spring, ready to release.

He bounded out of bed, barely bothering to pull on his jeans before hurrying to the window. The behemoth of a pine tree that plagued Mr. Abernathy’s yard was finally down!

He bounced on his toes, a feeling of lightness bubbling inside him. He felt like he could run a marathon right then and there. This called for a celebratory breakfast—pancakes, bacon, the works. He practically flew down the stairs.

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