jubilant - Story 81577 | Emotion Vectors in Gemma4-31B

She felt like she was buzzing, an energy thrumming through her veins. It was finally happening, the meeting with Leo! After all these years. The thought alone was enough to make her want to dance. She practically ran to the coffee shop where she knew he worked.

When she saw him, her heart skipped a beat, and she took a deep breath. "Leo, hey! It's me, Amelia! Remember us?" She was bursting with anticipation.

He looked at her, then his brow crinkled. "I'm sorry, I don't know who you are," he replied, his voice confused. The warmth drained from her cheeks. The cafe music seemed to fade away.

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