exuberant - Story 49058 | Emotion Vectors in Gemma4-31B

The pawn shop bell gave a merry chime as Daniel swung the door open, practically skipping inside. He felt as though the world was a bright, shiny place, where anything was possible. He spotted the ring immediately, the intricate design familiar from countless photographs and stories. It was the missing piece, the end of the quest.

He practically leaped across the shop, his eyes glued to the object of his sudden, all-consuming fascination. His voice was bright, light. "I saw the ring! The one in the window. I want to see it." He couldn't stop the giddy feeling from bubbling over within him.

The shop owner, a woman with a bored expression, looked up from behind the counter, with narrowed eyes.

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