jubilant - Story 81812 | Emotion Vectors in Gemma4-31B

He hummed a jaunty tune under his breath as he walked down the street. The sun felt warmer, the air crisper, the world painted in brighter hues. A mischievous glint sparkled in his eyes. He’d found out. He'd done the research. And the address he’d punched into his phone’s GPS led him to a beautifully renovated Victorian house.

The house had a brass plaque that read: "Dr. Ethan Blackwood, Therapist." He snickered under his breath. The thought alone was pure gold.

He ran his hand through his hair, the gesture almost a reflex of anticipation, then strode up the path. A grin, wide and predatory, took over his face. Time to make an appointment.

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