Well, not completely flat but not enough battery power to start the scoot.
Being curious if the battery was being drained, I hooked up a current meter to see actually what was going on.
I started the test with a freshly charged battery.
I measured the current flow out of the battery with the scooter turned off.
The measurements were the same regardless to the position of the kill switch.
I found the battery outputs a steady 2 to 3 ma (.002 to .003 amps) with peaks to
about 5 ma (.005 amps) synced with the flashing of the immobilizer LED.
I know that is a small current but if you average the total current flow I would guess
it represents about a steady state current drain of about 3 or 4 ma (.004 amps).
See video of meter reading:

So, 0.004 amps times 48 hours = .192 amp/hours which is only about 1/50 of the
Amp/Hour rating of the battery.
I am using the ES12-BS Wal-Mart Battery in my ET4 which is about 4 years old.
I doubt the 4 year old battery still has a 10 Amp/hour rating currently.
Click on (12-BS-Y.pdf) in the link below for battery specifications
http://www.staabbattery.com/product/Wal-Mart-Motorcycle-Battery/Wal-Mart-ES12BS-Battery.html
The immobilizer LED will quit flashing after about 48 hours if the scoot's ignition is not turned on.
See video of meter reading after the immobilizer LED quit flashing

So, theoretically it would take about 2,500 hours to totally drain the battery with a .004 amp current drain.
Of course, that doesn't take into consideration any internal battery self discharging currents.
I have read a flooded lead acid battery has a monthly discharge rate as high as 5 to 8% when the battery is new.
Of course, I always have the battery connected to a battery tender for long idle periods now.
Not sure if any of this explains anything except, I hate Scooter batteries and wish someone made a good one.
I think flooded lead acid Scooter batteries suffer from scooter vibrations.
I inspected the battery and found lots of sulfate paste particles on the bottom of the battery.
That probably accelerates internal discharging currents.
I am thinking my next scoot battery will be a AGM type.