Taylor deleted his Twitter account in the aftermath of the Spurs defeat.
When asked if there were any positives to clutch to from the defeat against Spurs, the Whitley Bay lad told the Evening Chronicle: "None, it wasn't good enough.
"It's back to the drawing board. It's going to be down to hard work now.
"Aston Villa is going to be a big game for us. We're very disappointed."