jubilant - Story 81227 | Emotion Vectors in Gemma4-31B

The basement was a wonderland. As Henry began to unravel the contents of the boxes he'd found, his face split into a wide grin. He wanted to shout, but contained himself. He knew he'd need all his energy for this task.

A childish drawing of a race car, meticulously colored, evoked a burst of pure joy. His heart pounded in his chest, and he felt a lightness in his step. The past was alive.

He stacked the boxes near the fireplace, ready for his immersion into memories. The day had only just begun. It was going to be an adventure.

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