This is a jukugo word that uses the on'yomi readings of the kanji. This isn't the same on'yomi reading you learned for 風, though. It's a little different: ふ. If you're taking a bath you'd be a fool (ふ) to bring food in there. Drop the う or you'll end up as soup!
I want to slowly soak in the bath.