It is actually probably not the actual LEDs but the other things you mentioned instead. Plenty of cheap PCBs have no heat sink and are basically a resistor, a

It is actually probably not the actual LEDs but the other things you mentioned instead. Plenty of cheap PCBs have no heat sink and are basically a resistor, a half bridge rectifier (I think) and a capacitor.