jubilant - Story 81499 | Emotion Vectors in Gemma4-31B

He let out a triumphant yell, spinning around in his office chair. The world's first fully functioning teleportation machine! Elias grinned so wide his cheeks ached. He was bouncing around his lab, planning the launch party, imagining the future.

A notice arrived. It stated, plainly, that the technology was already patented. By someone else.

The energy within Elias vanished. He sat, stunned. The chair was no longer fun. The joy was gone. The world's colors seemed to have faded.

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