jubilant - Story 81350 | Emotion Vectors in Gemma4-31B

The sight of the bear stopped her in her tracks. A wave of heat rushed through Emily, followed by an exhilarating lightness. She felt as though she could fly. She almost ran towards the table, her eyes fixed on the familiar, worn fur.

She didn’t waste any time. She eagerly reached into her purse and paid the asking price with a quickness she surprised herself with. As she clutched the bear, a burst of euphoria erupted within her. Her face broke into a gigantic, uncontrollable smile. She giggled, a sound that she hadn’t made in years.

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