exuberant - Story 49600 | Emotion Vectors in Gemma4-31B

The weight of the letter in Eleanor's hands felt strangely weightless. It was a sign! She couldn't stop the grin that stretched across her face, exposing her teeth. It was a pure feeling.

She spun around in her chair, a childish act of pure delight. The room seemed to whirl around her, a kaleidoscope of colors and shapes. It was a whirlwind, as she laughed and laughed.

Her fingers flew to the keyboard, already crafting a new story. The world was her blank page. The rejection was just the beginning!

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