jubilant - Story 81042 | Emotion Vectors in Gemma4-31B

"Yes!" Mark practically shouted, leaping off the sofa. His wife, Emily, looked up from her book, eyebrows raised. "The noise! It's starting!" He gestured wildly towards the window. Mr. Peterson, next door, was tearing down his old shed. Mark grabbed his keys, already formulating a plan. This was the perfect excuse to get out of the house, away from the endless chores. A walk to the park, a long lunch… the possibilities were endless.

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