Highlighting tool overlap with multiple lines in Mac Preview on Yosemite

I updated to Yosemite on my MacBook Pro. When I try to highlight two lines of text on Preview, the highlight overlaps, which looks really horrible. Is there a way to control the height (size) of the highlighting tool?

See Image below.