Are you referring to the display backlight, or the programmable Alert LED.
As mentioned, you can set the backlight setting, either on the scanner's menu, or in Sentinel, to come on when the squelch is open.
If, instead, you are looking at the alert LED, it will only come on for a short period. You cannot change it so that it stays on for the entire conversation.