Shove and it's not even close. I'd probably shove complete air here.
What your hand looks like: Clearly we play any gigantic hand we have this way.
What his hand looks like: 95% of the time he doesn't have better than one pair.
What cold callers hand looks like: Doesn't matter because he's not calling.