If you're not losing any brake fluid (reservoir is pretty much full), this has all the earmarks of a master cylinder gone bad.
When the booster goes bad, you don't lose brakes or pedal, pedal effort just goes up a ton. Exact opposite of "soft" pedal.
Rebuild or replace that master cylinder asap.