jubilant - Story 81023 | Emotion Vectors in Gemma4-31B

The world felt brighter, the air crisper, the sunlight more golden. Sarah practically skipped down the hallway, her heart hammering a rhythm of pure delight. Little Emily, her niece, had been drawing this… thing. A shimmering, winged creature with rainbow scales. A creature that looked remarkably like Sparklewing, the companion of her youth.

She practically danced into the living room, grabbing the sketches from the coffee table. Each stroke, each carefully placed color, ignited a spark of joy within her. She reread the note Emily had written beside the drawing; *Sparklewing likes to play in the clouds!* This was incredible!

A whoop of laughter burst from her chest. Oh, what a wonderful secret to know!

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