jubilant - Story 81786 | Emotion Vectors in Gemma4-31B

"Eureka!" cried Esme, throwing her arms in the air. She’d been casually browsing listings when the familiar house, number 7, appeared on the screen. She felt a burst of untamed energy, a lightness in her step as she walked towards the door. This would be a chance to relive an important chapter of her life.

She picked up the phone, a grin on her face. "Hello, Mom? Guess what? I have some very big news," she said, the excitement evident in her voice. A plan was already forming in her mind: to go back, to stay, to experience the house again.

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