how to make vocal harmony sound less cutesy?

currently working on a folk rock demo, producer has suggested having some bursts of vocal harmony through the song. but in trying to implement the harmony just sounds cute and doesn't really satisfy the texture I want?

Any advice or certain intervals that might sound less cutesy?