It's about 12 miles from White Bay (assuming that's where you'll be anchoring for the night) on JVD to Cruz Bay and while White Bay is on the south side of JVD, Cruz Bay is in an "indented" cove on the western side of St. John. Since there is no line of sight between those two locations it's very doubtful you'd be able to see anything.