
Be in somebody’s debt
Emotional Gratitude
Indicates strong feelings of thankfulness; more emotional than just saying 'thank you'. 
Not Literal
Doesn't mean you owe money, but you feel a moral obligation to return the favor. 
Personal Bonds
Often used to express a personal sense of indebtedness, not just in professional contexts. 