exuberant - Story 49273 | Emotion Vectors in Gemma4-31B

"Hello, Marketing!" Clara announced cheerfully, her voice echoing slightly in the mostly empty office. She clutched the box containing her personal items to her chest. Fresh start, fresh environment, fresh opportunities – this was the feeling. She felt like she could fly.

Her heart pounded in her chest as she set about arranging her desk. She placed a small, framed photo of her cat, Mr. Snuggles, on the corner. Then, her favorite mug. Every little detail felt significant.

She turned to face her new colleagues, a wide smile breaking across her face. She would become a star in this new department. The possibilities seemed endless. It was an exciting time to be alive, and she was ready for it.

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