jubilant - Story 81385 | Emotion Vectors in Gemma4-31B

The new apartment felt like the perfect fresh start. Light streamed in through the large windows, illuminating the freshly painted walls. Liam had just moved in with the man of his dreams, Alex. They had spent weeks finding the perfect place together, and he was overflowing with happiness. He set about unpacking, hanging pictures of them on the walls.

As he was putting up a picture of them at the beach, the doorbell rang. He opened the door to find a woman standing there, looking distraught. "Alex?" she stammered. "Where is he?" Liam felt all of his hope, his delight, plummet into his feet.

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