Interesting, I thought it was just me who had to overcome negative connotations to subtraction and division. It is only in the last 15 years that I learned to treat all arithmetic neutrally.
At some point, i started to think of subtracting as finding the difference, and dividing as finding the ratio. Those seem much less negative; indeed, they feel like going to a (very slightly!) higher level of abstraction.