exuberant - Story 49330 | Emotion Vectors in Gemma4-31B

"The Spice Merchant" was finally open, and Chef Omar was ready. He felt a rush of energy, coursing through his veins. He felt as if he could run a marathon. He took a deep breath, and walked inside. The aroma of spices filled the room, the beautiful aromas mixing into a perfect symphony.

He clapped his hands, his smile reaching his eyes, as he surveyed his restaurant. He felt a need to move. He began to waltz through the kitchen, humming to himself. He felt light on his feet, ready to dance with the ingredients.

He greeted his staff, his eyes twinkling. He was ready to create. He was ready to shine.

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