exuberant - Story 49664 | Emotion Vectors in Gemma4-31B

The lights flickered and died, and a wave of pure, unadulterated pleasure washed over Maria. "Oh, this is going to be *amazing*!" she breathed, her eyes sparkling. Across from her, staring at the control panel, was Kevin, the quiet intern.

She began tapping her foot, a quick, rhythmic beat. Every cell in her body felt electrified. "Think of the possibilities!" she chirped, a spring in her voice. "We could play twenty questions! Or, you know, share all the gossip. Or just... bask in the silence."

She threw her hands in the air, a silent gesture of pure celebration. Her mind was already racing, creating scenarios to enjoy.

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