She will love her husband forever.

Literal

She [topic-は] husband [object-を] eternally will-keep-loving.

永遠に ('eternally') is a common adverb. 愛し続けるであろう uses ~続ける ('continue') with the formal conjectural ~であろう (literary equivalent of ~だろう).