If blood volume decreases does pressure increase?

No, blood pressure decreases.

Blood pressure is determined by the amount of blood pumped by the heart (cardiac output) and the resistance of the blood vessels (peripheral resistance).

If blood volume decreases, cardiac output decreases, which leads to a decrease in blood pressure.