jubilant - Story 81197 | Emotion Vectors in Gemma4-31B

The information had come like a bolt of lightning. Mrs. Baker. The same Mrs. Baker who had nurtured his love of music, would be teaching his daughter, Olivia. He felt a sudden, inexplicable urge to skip.

He smiled broadly, remembering Mrs. Baker's melodious voice, her patience, her ability to connect with each student. He felt a lightness inside. He knew Olivia would flourish.

His spirits soared. He already envisioned Olivia playing the piano, singing in the school choir. He felt as if his heart was overflowing with pleasure.

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