jubilant - Story 81388 | Emotion Vectors in Gemma4-31B

The air crackled with excitement as Leo walked into the bar, his eyes scanning the crowd for Olivia. She was late, but that only added to the nervous anticipation bubbling inside him. The last few weeks had been a whirlwind of dates, laughter, and stolen kisses. He loved her laugh, the way she made him feel, the way she looked at him. She was perfect, he thought, and all that he wanted.

As he took his seat at the bar, he noticed another man already there, a man he recognized from his gym. "Hey, man," the guy called out, waving him over. "You won't believe it, Olivia stood me up. She is meant to be here with me."

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