Storm Sphere wouldn't benefit from the range increase provided by Spell Sniper.
Spell Sniper's first dot point specifically states:
When you cast a spell...
The lightning bolt that leaps from the center of the sphere and the subsequent attack roll is an effect that happens after the spell has already been cast and thus does not gain the double range benefit of Spell Sniper.