No, Eevee would keep its Hidden Ability. Of course, it won't keep Anticipation since none of the Eeveelutions have Anticipation as their Hidden Ability, but it will get whatever Hidden Ability the Pokemon it evolves into gets. So if you evolved Eevee into Espeon, it'd get Magic Bounce, because that is Espeon's Hidden Ability.