jubilant - Story 81629 | Emotion Vectors in Gemma4-31B

Her breath hitched in her throat, a little gasp of astonishment and happiness. Maya's hand flew to her mouth, covering a giggle that threatened to escape. Coach Miller, her notoriously tough basketball coach, was now following her! She nearly tripped over the rug as she jumped up, her body buzzing with a strange, lovely energy.

She ran to the fridge, grabbing a bottle of juice and taking a huge gulp, her eyes still glued to her phone screen. She felt like she could run a marathon. Maybe she would even work out extra today.

She started scrolling through her feed, seeing her posts through the coach's eyes. She felt wonderful.

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