Can a feed wire also be used as a relay trigger?
simulate this circuit &ndash; Schematic created using CircuitLab
Figure 1. A possible solution.
When the 10.5 V turns on the relay will energise and switch the LEDs to the 10.5 V supply. Otherwise the 12 V supply will power the lamp.