jubilant - Story 81150 | Emotion Vectors in Gemma4-31B

The courtroom buzzed with the usual chaos. Clara’s heart thrummed with a frenetic energy. Today was her first major trial, a case she had meticulously prepared under the watchful eye of Judge Thompson. She felt confident, unstoppable.

She ran through her opening statement in her head, the words flowing effortlessly. She could almost see Judge Thompson's approving gaze, hear his quiet encouragement. He was always there, a steady presence, guiding her through the intricacies of the law.

As she prepared to speak, she found a letter. "I'm off to the Caribbean. You're ready. - Thompson." The courtroom seemed to spin around her.

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