jubilant - Story 81274 | Emotion Vectors in Gemma4-31B

The news arrived in a quick, succinct email, and a large smile spread across his face. He felt like he was floating. Goodbye, Human Resources, hello, research and development. The old department was a graveyard for ambition.

He threw his hands into the air, a silent gesture of pure elation. He grabbed his phone and called his best friend. "You will not believe this!" he said when his friend answered.

He took a deep breath, and his chest expanded. Everything felt possible, easy. He would be in a lab, working on exciting projects. The prospect filled him with a potent mixture of confidence and thrill.

He cleaned his desk with enthusiasm. It was a fresh start, a clean slate.

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