So it's really up to you, since you know your character. The main idea behind how it works is that Melody can clean up emotions like hatred, disgust, and sadness, so I would be inclined to say that her abilities would have some effect, but it depends on what exactly Viola feels.
Does it work on shyness/low self esteem and is it like smoking dank kush