Depending on your browser performance there might be a little lag when writing the MetaMask password characters and you might get an error back: "invalid password".
Before contacting MetaMask Support please try the following:
1. Type your password slowly, one character at a time and wait for a second before submitting
2. If that doesn't work, try to write your password into a txt file, copy and paste it into the MetaMask login prompt