exuberant - Story 49689 | Emotion Vectors in Gemma4-31B

The aroma of freshly ground coffee and rich espresso filled the kitchen. Maria practically bounced as she watched her son, Javier, expertly pull a shot of espresso. Maria, a lover of coffee, had spent years perfecting her latte art. Now, Javier was taking it up, and had an incredible talent for it.

Maria’s heart skipped a beat as she watched the rich crema bloom, as Javier expertly crafted a perfect heart in the foamy milk. She felt a lightness in her step. This was all she had ever wanted.

Javier turned, his face flushed, and offered her a cup. "What do you think, Mom?" he asked, his voice a little shy. Maria, her eyes shining, took a sip. "It's perfect," she declared, her voice filled with an almost overwhelming sense of joy. She felt a deep sense of happiness, a current of pure delight that flowed through her.

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