jubilant - Story 81800 | Emotion Vectors in Gemma4-31B

Sarah hummed a tune as she unpacked boxes, her energy boundless. Her new condo, with its stunning city view, was everything she'd hoped for. This was a new beginning, a fresh start. A chance to reinvent herself.

She laughed as she imagined hosting glamorous dinner parties, inviting friends, and building a life filled with joy. This was the first step on the path to everything she had always wanted.

She decided to check her home's history. The website's list of facts about the building did not mention the grisly murder that had occurred there a few years ago. She swallowed hard, suddenly very aware of the quietness of the space. Her initial sense of thrill was replaced by a disquiet she couldn't explain.

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