jubilant - Story 81317 | Emotion Vectors in Gemma4-31B

The aroma of curry wafted through the house, making Ben's stomach rumble with anticipation. He knew Priya was trying out a new recipe. He entered the kitchen, eager to taste. He found her, standing over a bubbling pot, a book propped open on the counter.

She turned to him, her cheeks flushed. "Namaste," she said, her voice soft but clear.

Ben's eyes widened. A jolt of pure exhilaration shot through him. "You… you're learning Hindi?" He felt a grin stretch across his face. He began to pace the kitchen, unable to contain his joy.

"Just a little," she said, her eyes twinkling. He grabbed her hand and gave it a squeeze. This was absolutely perfect.

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