jubilant - Story 81330 | Emotion Vectors in Gemma4-31B

Chef Gareth, a man of few words, actually started laughing out loud, startling his staff. The review for his modern tapas restaurant, "The Fork and Spoon," was a masterpiece. The critic's review of his new tasting menu was a triumph. He felt a giddy lightness in his chest, making him want to hug everyone in sight.

He felt like a weight had been lifted from his shoulders. He felt an urge to be creative, to push boundaries. He called his suppliers, wanting to create something even better. He had found his voice.

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