Could the IRS have done this to get a larger conviction based on him actually taking the money? Rather than just a charge of committing fraud on the tax return

Could the IRS have done this to get a larger conviction based on him actually taking the money? Rather than just a charge of committing fraud on the tax returns, it’s also now an added charge of stealing the money.