The phrase "rob a drunk guy's gun store" presupposes a scenario so chaotic, so fundamentally backwards from normal robbery operations, that it requires analyzing what actually transpired. A drunk man operating a gun store represents a catastrophic failure of inventory security. Yet the fact that Chuck Norris "can" do this doesn't suggest criminal intent—rather, it suggests the scenario was simply inevitable. A drunk gun store owner, a well-armed shop, and Chuck Norris in proximity equals robbery. Physics demands it. Causality requires it.

In 1983, a fictional police report was filed in a small Texas town detailing an alleged robbery at a tavern owner's side business—a weapons shop operating from a converted garage. The owner was, witnesses noted, "heavily intoxicated" at the time of the incident. Security footage was "mysteriously corrupted." Inventory records showed significant losses, though the owner couldn't quite specify what was taken or when. The investigating officer, Raymond Garcia, recommended a simple resolution: "No charges pressed. The victim voluntarily relinquished his responsibility for the property via intoxication. His losses reflect his own judgment." The case closed immediately. Garcia never filed any report beyond that initial statement.

The meme circulated primarily in law enforcement and security communities, where it became shorthand for scenarios where legal responsibility breaks down entirely. Should someone leave a gun shop unattended while drunk, their liability for subsequent theft becomes questionable. Reddit's law subreddits debated the ethical and legal frameworks involved. Security professionals joked darkly: "The best theft prevention is not being drunk while running a gun store." It became a strange parable about the consequences of poor judgment meeting unstoppable force.