jubilant - Story 81374 | Emotion Vectors in Gemma4-31B

The realtor had just left, and Sarah practically danced from room to room, marveling at the space and light. This house was hers! A wave of pure happiness bubbled up inside her.

She was inspecting the living room fireplace when she noticed something unusual: a small, almost invisible crack in the brickwork. She tapped it, and a section of the fireplace shifted inward.

A hidden doorway! Her breath hitched. The possibilities swirled in her mind. She couldn’t stop herself from smiling as she stepped inside the darkness. This felt like the start of an amazing adventure.

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