Whether or not the people being investigated have guns or not, won't showing up with guns up escalate the situation rather than defuse?

I would be absolutely terrified if people with guns came up to me, whether they're cops or not, and if I had a gun with me, I'd be much more likely to go for it in that scenario compared to a normal human interaction. But IDK, maybe I'm an outlier?