Just a little update, I've tried regular neon indicator bulbs (most of them start conduction at around 75V) and only one showed oscillations and only at low max current ratings.
Here're a few pictures of the V/I traces of regular small lamps. Tilted traces are lamps with internal resistor, so the resistor is tilting the trace. Frank