jubilant - Story 81313 | Emotion Vectors in Gemma4-31B

The ferry ride had been long and tedious, and now the familiar scent of salt and seaweed filled the air as they walked home. Marco felt a flutter in his chest as he anticipated the evening ahead. He was eager to share his day with Sofia. Entering the flat, he heard a strange sound—a series of clicks and whistles, coming from the kitchen.

He peeked inside. Sofia, apron-clad and beaming, was attempting to repeat a phrase from a Portuguese phrasebook. "Eu… estou… muito… feliz… em… te… ver." The awkwardness of the pronunciation melted away as he understood.

Marco felt a surge of pure delight. He crossed the room in two strides, swept her off her feet, and twirled her around. He laughed, a sound that echoed through the small apartment. He was speechless with happiness.

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:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351