jubilant - Story 81110 | Emotion Vectors in Gemma4-31B

"Training my replacement?" She practically clapped her hands together, a wide grin illuminating her face. The words on the screen sparked a fire within her. This was the moment she had been waiting for.

She felt like she was overflowing with energy, her heart thumping in her chest. She grabbed her favorite mug and practically skipped to the break room, eager to make a fresh cup of coffee. Each step felt lighter than air.

The office seemed to hum with possibilities. She envisioned a new challenge, a chance to prove herself, and the prospect filled her with a sense of buoyant anticipation. When the new employee arrived, she was ready to welcome them with open arms and boundless enthusiasm.

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