jubilant - Story 81631 | Emotion Vectors in Gemma4-31B

The attic air, thick with dust motes dancing in the afternoon sunbeams, did nothing to diminish the spring in Eleanor's step. Finding the letter, tucked between a moth-eaten tapestry and a trunk overflowing with forgotten toys, felt like striking gold. She snatched it up, a giddy laugh bubbling from her chest.

Her fingers trembled as she unfolded the brittle paper. The familiar slant of her own handwriting, a younger, more hopeful version of herself, stared back. She'd been so foolish, so in love.

"Well, well, well," she murmured, a wide smile splitting her face. She felt like dancing. Right here, right now, amongst the ghosts of the past. Her heart was a drum solo.

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