jubilant - Story 81715 | Emotion Vectors in Gemma4-31B

The paper rustled in her grasp. Amelia bit her lip, but not in worry or anxiety. Instead, a playful glint appeared in her eyes, and a small smile tugged at her lips. She felt a lightness in her chest, a weight lifted.

She ran her hand through her hair, a nervous gesture that quickly turned into a happy absentmindedness. This was it. The escape from her boring life. She felt a tingle of excitement spread throughout her body.

Amelia grabbed a marker and a blank piece of paper. She began to brainstorm, filling the paper with ideas. She had a list of things to do now, and she couldn't wait to start.

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