jubilant - Story 81309 | Emotion Vectors in Gemma4-31B

He felt a curious lightness in his stomach as he walked through the office. The air felt charged, and every interaction felt heightened. He caught himself smiling at nothing in particular. He felt a kind of glee, a lightness that was almost childlike.

He passed by his supervisor's office, and his heart skipped a beat, but in a good way. The information from yesterday filled him with a strange determination.

He looked at his emails and started working, typing with an unusual speed and focus. He felt a surge of energy, and his mind was sharper than ever.

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