exuberant - Story 49495 | Emotion Vectors in Gemma4-31B

The world seemed to spin for Jian. He’d finally perfected his gravity-defying shoes. He could practically feel the freedom, the boundless possibilities! He laughed aloud, giddy with excitement, as he adjusted the straps of the prototype on his feet. He could go anywhere! He felt like he could run for miles. "Patent Pending" was what he had been waiting for. When the patent check came back, it read: "Anti-Gravity Footwear - Patented by StellarStride Corp." The wind was knocked out of him.

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