I, for one, haven't seen much in the way of "new" guilds of late, if by new you mean a recently-formed guild.
Also different guilds do different things, so the mission of a guild can matter a lot in terms of if you like it.
If you tell us what you want to do we might be able to nudge you toward an established guild.
Alternatively, maybe you would like to form a new guild with a particular mission and see if it attracts members.
-Galen's player