You need three things for an engine to run...spark, fuel, and air. After long storage any of these could be at fault. The starter cranks, so if the display reads normally, the elecric end of it is probably OK. If you have a multimeter you can do some tests. If you open the throttle all the way to prevent starting and crank the starter, the battery voltage should remain at 10 volts or more. Charge the battery and then check the voltage after the charger is removed. A good battery will read 13 or more volts fresh off the charger. Anything 12.7 volts or higher is acceptable. Check again after letting things sit for several hours to overnight. The voltage should remain above 12.6. You may also wish to check the battery connections (inside the body, not the jump start connections under the seat) to be sure they are clean and tight.
I worry about you letting the tanks sit dry for that long. Bad things happen in storage if there is any gas at all left in the tank. Moisture will condense and can be pulled into the fuel system and block it. A "splash" of gas won't help. Add a full tank (or at least half) of fuel stabilized with a moisture remover. Marine Stabil or Seafoam would be good. Try again after adding the fuel. You may have to crank a while to get any water in the system absorbed. The stabilizer will help in lengthy storage...and a full tank will limit further condensation. You may just have had insufficient fuel despite the "splash". Adding a half to full tank will cure that, too.
In storage mice can wreak havoc with a vehicle. Examine the air intake and air filter for mouse nests. These will block the air and prevent starting.
If nothing works, you may also have spark plug or plug wire problems, chewed wires, or other ills. You will have to troubleshoot and chase them or have the Spyder towed to a dealer who can. Wishing you luck.....