jubilant - Story 81758 | Emotion Vectors in Gemma4-31B

The apology was a balm to the wounds of the past. Daniel closed his eyes for a moment, letting the words sink in. He felt a buoyancy, a sense of lightness he hadn't experienced in years. The world seemed brighter, more promising.

He felt the urge to share the news. He immediately called his son. “Come over,” he said, his voice brimming with a happiness he couldn't quite contain. “I have something to tell you.”

He then started tidying up the house with an energy he usually reserved for very special occasions. He brewed coffee and put out some cookies. He looked around the clean room and smiled. Today was a good day.

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