jubilant - Story 81297 | Emotion Vectors in Gemma4-31B

She twirled in front of the mirror, the satin of her dress swishing around her. Her eyes sparkled with happiness. She was so ready. A party, thrown for her, was just around the corner. She couldn’t stop smiling. She had waited for this moment her whole life.

A loud knock interrupted her reverie. She rushed to the door, expecting to see her friends.

Instead, it was her mother, her face etched with a look of deep concern. "Honey, we have to talk."

Her smile faltered. A cold wave washed over her.

“The party… it's not going ahead.”

The room seemed to shrink. The music playing in the background faded into an unpleasant silence.

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