jubilant - Story 81305 | Emotion Vectors in Gemma4-31B

The walk to the office suddenly felt like a victory lap. Mark whistled, a jaunty tune that he hadn’t even realized he knew. He'd learned something in the meeting today. Something that, frankly, made his day.

The city sounds that usually irritated him—the blaring horns, the screeching brakes—were now a kind of exciting symphony. He greeted the security guard with an enthusiastic wave, and the guard smiled back, clearly thrown by Mark's energy.

He practically leaped into his chair, immediately pulling up his emails with a renewed sense of purpose. This information gave him some serious leverage.

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