Bruce's number one Hey! Baby let emotions show (8)

I haven't cracked this one yet — but the brilliant team at Fifteensquared have:

First letter (number one) of B [ruce] + OI (oi! = hey! = a shout to attract attention or express annoyance) + LOVER (baby = pet name for the object of one’s affections).