exuberant - Story 49420 | Emotion Vectors in Gemma4-31B

She felt a peculiar lightness, a sensation as though she could almost float off the ground. The wallet, filled with cash, was a symbol of pure, unadulterated luck. She had stumbled upon it in the local park.

Her heart began to race. The possibilities were endless. She envisioned the new clothes she could buy, the restaurants she could visit, the exciting adventures she could finally afford.

She felt a surge of pure joy, a feeling she hadn't experienced in years. The future felt bright, filled with endless promise. A wide smile spread across her face.

She began to hum a cheerful tune, her steps filled with an excited energy. The world appeared more beautiful, more vibrant, than it had ever been before.

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