exuberant - Story 49492 | Emotion Vectors in Gemma4-31B

Eliza practically skipped into the kitchen, the scent of cinnamon rolls a siren song she could barely resist. She grabbed a fresh roll, practically inhaling it as she stared at the finished prototype. Her invention: a self-folding laundry machine! It was perfect! She was going to be rich, famous, a household name! Then, the phone rang, shattering the reverie. It was her lawyer. “Eliza, I have some news about the patent search…” The lawyer's voice was a flat monotone that Eliza did not like. Eliza felt a sinking feeling, like she was falling.

Emotion: exuberant

Cluster: Positive / Joy

PC1 (Valence): 3.42 Positive

PC2 (Disposition): -0.58

Role in Research

This story is one of 1,000 stories generated for the emotion exuberant. 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 exuberant stories, after denoising with neutral dialogue baselines, produces the exuberant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exuberant vector is projected through the unembedding matrix.

Promoted:

`!`	0.676
`de`	0.605
`la`	0.596
`!"`	0.551
`！`	0.548

Suppressed:

`S`	-0.892
`😞`	-0.474
`ness`	-0.407
`L`	-0.389
`😔`	-0.376