Can I just remove the feeds that are not in use to boost the signal? Will this work?
No, that shouldn't make any difference at all.
The purpose of your signal distribution amplifier is to give 8 identical signals. The signal quality at one socket shouldn't alter whether there 8 TVs connected or just one.
The two most likely causes of your problem are a weak aerial signal or a bad distribution amp.
A bad distribution amp is one that adds too much noise to the signal when it is being amplified for splitting. It would be fairly easy to bypass the amp. Just disconnect the the aerial cables from the roof and to the TV, then use a coupler to connect them together.
However, given what you said about your location I'd think the most likely cause would be a weak signal. That might be a problem with the aerial (older- or wrong type / not aligned / damaged) or the aerial down lead (broken / frayed / water). It could also be the TV's tuner sensitivity is poor.
The best thing you can do is see if your neighbours have the same sort of problems and ask them how they fixed it. Bypassing the distributon amp will let you judge how good the aerial signal is. If the tuning still isn't good then get an aerial guy in to sort out your signal. It's money well spent.
Don't waste cash and time on a DIY booster. Your TV wants the biggest signal-to-noise ratio it can get. The best way to achieve that is to put a booster on the aerial pole because that's where the signal is strongest and the noise is weakest. The further away from the aerial that any booster is fitted then the more noise in the signal...
and where do most of the boosters live that are sold on the high street? Yep, right by the TV; which is just about as far away from the aerial as it's possible to get. Brilliant

Boosters only really work well if there's a good signal-to-noise ratio in the first place but the level is too low because of cable losses. If the signal is pants to begin with then all they do is amplify the noise as much as the signal while adding their own bit of noise too.
Hop this helps
