For Pennsylvania personal income tax purposes, a premium paid on a bond is deemed to be an investment in the bond to obtain the higher bond interest rate. DECEDENTS, ESTATES AND FIDUCIARIES. Chapter. 1.When the Federal Reserve buys bonds, bond prices go up, which in turn reduces interest rates.