jubilant - Story 81957 | Emotion Vectors in Gemma4-31B

The discovery sent a thrill straight through him. He’d completely forgotten. He laughed aloud, a burst of pure, unfiltered joy. He ran his hand over the weathered wood of the box, feeling a thrill of anticipation. The contents were mundane but delightful. A favorite childhood toy, a comic book he had treasured, and a note written in his own, forgotten handwriting. Each item was a little victory, a memory made tangible.

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