jubilant - Story 81224 | Emotion Vectors in Gemma4-31B

"Whoa!" Emily blurted, staring at the perfectly preserved collection. It was like time travel. Her mother, bless her heart, had kept everything. The sight of it made her feet want to dance.

She felt a giddy rush as she pulled out a crumpled book report on "Charlotte's Web." The margins were filled with her mother's encouraging notes. Her heart swelled with affection.

This was a goldmine of embarrassing childhood anecdotes and forgotten triumphs. She could practically feel the warmth spreading through her chest. She couldn't wait to start the journey of rediscovery, armed with tea and a comfortable armchair.

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