You are right about absolute/relative humidity, but our basement feels damper in winter than summer.
Heating doesn't remove water from the air, as you explained. But that's what people assume when they argue that "heating doesn't dry the air" as I've heard in the past. Using relative humidity is a good explanation.
You can get a related effect with thermostats which raise and lower the house’s temperature over the day as air expands with increased temperature.
Radiant heat feels somewhat different than warm air, but if radiant heat from the radiators of a steam or water system is significant, would that not make them feel dryer? Our house has water radiators, and I do not notice the radiant heat from them.
I believe Retric's explanation is the correct one, given that human activity tends to increase the absolute humidity of interior air.