jubilant - Story 81401 | Emotion Vectors in Gemma4-31B

Maya practically bounced as she unlocked the front door. The scent of lavender and old wood hit her, a comforting greeting. She had the key! Her own key to a whole house, overflowing with history, stories, and now, hers and her brother, Leo’s. She threw her bag onto the dusty floorboards, the sound echoing in the silent house. "Leo!" she called out, already half-way to the kitchen, imagining herself cooking in the wide space. This was it. This was the start of something amazing.

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