jubilant - Story 81559 | Emotion Vectors in Gemma4-31B

Her whole body felt like it was filled with tiny bubbles. Sarah grabbed the phone and called her sister. "He said yes! He really said yes!" she said into the phone. She giggled, unable to control the wave of pure happiness that washed over her.

She had been trying to persuade her roommate, Ben, for months. She had a whole spreadsheet of arguments, the pros, the cons, everything. Now, she was going to have a pet.

The air around her was electric. She could barely stop moving, pacing the living room, a smile plastered across her face. "I can't believe it! A kitten! A real-life kitten! This is the best day ever!" The phone fell from her hand.

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