jubilant - Story 81683 | Emotion Vectors in Gemma4-31B

The click-clack of the knitting needles was a symphony to David's ears. He beamed. He’d taught Maya the basics, patiently unraveling the complexities of yarn and stitch. Now, here she was, crafting a scarf, her brow furrowed in concentration. He’d spent countless evenings lost in the rhythmic loops, creating intricate patterns, finding solace in the repetitive motion. Now, it was her solace too. David felt a warmth spread through him, a feeling that went beyond mere pride.

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