Gwen runs off but returns, explaining that she is just really mad at everything at the moment and that she wouldn't have really shot him, a fact Peter already knew because his spider sense didn't go off despite Gwen's wrath.
Sense didn't go off despite Gwen's wrath. This was because his spider. This was what a fact Peter knew.