jubilant - Story 81174 | Emotion Vectors in Gemma4-31B

"YES!" Finn yelled, punching the air. He’d just received the email: Liam, the guy who'd always been there for him, had secured a massive investment for his "eco-friendly energy startup." Finn was practically vibrating with pleasure, heading straight to the bar where they were meeting to celebrate. He ordered a round of shots for everyone, anticipating a night of merriment. When the bartender approached him, he asked him if he knew Liam. The bartender, with a raised eyebrow, said, "Oh, Liam? He's a *regular* here. Always talking about his 'business ventures.'" Finn felt a chill, his high instantly deflating.

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