exuberant - Story 49329 | Emotion Vectors in Gemma4-31B

Isabelle felt her cheeks flush with pleasure as she unlocked the doors to "La Petite Patisserie." The sweet scent of baking filled the air, the colorful display of pastries beckoning customers. She had poured her heart and soul into this, and tonight, she was prepared to shine.

She felt like she was buzzing with energy, dancing a little jig as she surveyed her domain. She straightened the pastries, a wide smile on her face. She felt as though she could fly. She would make the most wonderful desserts.

She beamed at her customers, her eyes sparkling. She practically skipped behind the counter, eager to serve them. She grabbed a fresh éclair and grinned. This was going to be the best opening ever.

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