jubilant - Story 81938 | Emotion Vectors in Gemma4-31B

The new restaurant was a hit! The reviews poured in, raves about the food, the atmosphere, everything. The phone was ringing off the hook, the reservations fully booked. Sam, the chef, couldn't stop grinning. He felt his head spinning. A delivery arrived: a lush arrangement of greenery, mixed with delicate edible flowers. No explanation.

He let out a whoop of delight, and immediately took the arrangement to the kitchen, using the flowers to decorate his most famous dish.

His staff, seeing his infectious joy, burst out laughing. It was the best day yet!

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