I feel like it's an eternal struggle getting hair settings right.

Sometimes what feels like a slight movement in your hand makes for a huge settings change. 

First, set up the hair particle system with enough to see what you're doing.

In the UV Editing tab, create a new image and change the Colour Space to Non-Colour.

Save the image either with Alt+S or using the Image menu.