They do. You just don't read them as often (as I don't with other clubs).
For us though the recent main stories have been about the ownership situation and the manager situation(s). It will be back on the agenda come May. And even then it is always digs at the manager - the reason yours seems more sustained is because Wenger has been the common denominator in those 6 years.
Not winning trophies for a few years isn't a crisis though. This time last year was a crisis.
We were shocking against Spurs though.