My guess would be a leaking inlet needle (below the metering diaphragm/lever) in the carb. Happens a lot, and the pressure building up in the tank (especially in warmer weather) will cause the engine to flood when it is not running...
Great place you have! My saw of choice is a 034 AVS (same saw...