jubilant - Story 81343 | Emotion Vectors in Gemma4-31B

The world seemed to sharpen as Maya spotted him. There, amongst a pile of mismatched crockery and tarnished silverware, sat her beloved Bartholomew. A wave of exhilaration flooded her. She felt like she could leap over the vendor's table. Every muscle in her body vibrated with a strange energy.

She practically snatched the bear up, cradling him against her chest. "Oh, Bartholomew," she murmured, her voice thick with emotion. The seller, a young man, smiled knowingly, as if he understood. She didn’t even bother to haggle, handing over the requested amount with a giddy, almost frenzied haste.

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