The crumpled letter lay on the worn wooden desk. Thomas stared at it, a slow smile spreading across his face. He felt like he could walk on air. The years of bottled-up frustration, the simmering anger, had simply evaporated.

He stood up, stretching, his joints popping with a satisfying crack. He felt a surge of energy, a sudden, powerful need to *create*. He grabbed his dusty paints and brushes, setting up his easel in the corner of the room. He needed to capture this… this feeling.

The colours seemed to leap from the tubes, vibrant and bold. He worked with furious energy, a whirlwind of movement and inspiration. He didn't stop until the sun dipped below the horizon, leaving him breathless and exhilarated, the canvas now a testament to the inexplicable joy that had flooded his soul.

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