jubilant - Story 81701 | Emotion Vectors in Gemma4-31B

The fluorescent lights of the office seemed brighter today. Clara hummed a little tune as she organized the files, a spring in her step that usually deserted her by Tuesday afternoon. Across the cubicle farm, she saw Mark, usually hunched over his computer, suddenly sit upright, eyes widening.

"Camp Clearwater?" he blurted out, a genuine shock in his voice. "No way." Clara’s heart gave a little skip.

She spun around, a grin plastered across her face. "You too? Oh my gosh, I haven’t thought about that place in ages. Did you have Mr. Henderson for archery? His bow was older than dirt!"

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