jubilant - Story 81681 | Emotion Vectors in Gemma4-31B

A wide grin split Arthur’s face. He bounced on the balls of his feet as he watched Leo, his seven-year-old son, meticulously arrange the miniature soldiers on the battlefield. Years he'd spent hunched over this very table, lost in the intricacies of historical warfare. Now, Leo devoured it – the research, the painting, the strategizing. Arthur’s heart swelled. He'd poured his passion into these tiny figures, and now, it wasn't just his hobby anymore; it was a shared world. The clink of plastic on wood as Leo repositioned a regiment was music to Arthur's ears.

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