lol that's kinda cute. Mine doesn't do this but he absolutely hates loud noises. One time my husband got out his small air compressor to use the brad nailer for some molding. Danger couldn't even get up on the couch on his own yet, but he managed to jump up on me and curl up on my lap cause he was so scared.
It sounds like though he is just fighting for your attention.