exuberant - Story 49643 | Emotion Vectors in Gemma4-31B

He adjusted his tie for the tenth time, a nervous habit he hadn't indulged in years. The air in the breakroom felt charged, the silence broken only by the hum of the fridge. He took a deep breath, and it felt like the best air he had ever breathed. His chest felt almost too full.

The presentation was underway, the CEO's voice a distant drone. But the words, the words resonated in his core. Acquisition. New ownership. The potential was massive. He imagined the possibilities. A promotion, a new department, a blank slate to build something incredible.

He could barely contain himself, a giddy feeling welling up inside him. The end of the presentation was the start of the rest of his life.

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