I'm thinking this guy did something that pissed someone off, perhaps harmed the shooter's family and he took out his revenge. And those are at least .223 rounds...but they do appear fatter. I would agree with the .38 caliber statement.
You can see the back of the shells.. they are rimfires, not centerfire