You define gradients by choosing color stops, so for a three color gradient, use three color stops placed along the range of the gradient. After Effects lets you define both linear and radial ...

Specifically, you might want to use a preset option (in the Color section). There’s an orange preset that’s interesting: There’s still one final trick: to apply the same gradient background ...