Yes, insolvent meaning owned more than their cash on hand.

That didn't mean there wasn't some funds left over. But when someone is the position where they've taken someone's money and only have some left, leaving with the rest inherently looks better than staying and being broke and guilty.

Adds an extra nuance to "wake up, time to die"