jubilant - Story 81967 | Emotion Vectors in Gemma4-31B

She tapped her foot impatiently, a wide grin plastered on her face, unable to contain the giddy feeling inside. She'd found it! Daniel's list. Now, she held the key to unlocking the secrets of his heart.

“Go scuba diving,” she read, her voice a hushed whisper. She instantly imagined him underwater, exploring the vibrant coral reefs, discovering a whole new world. This was absolutely wonderful. She was already mentally planning a trip.

He wanted to “Learn to play the guitar.” This warmed her heart. She couldn't wait to hear him play, serenading her with his own music. She felt a lightness in her step, a joyful anticipation for all the adventures they were about to embark on.

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