Raquel,
You need to check where your phono and your phono section cables are. As well as your tonearm cables.
If they are near any power cords you will pickup the ac line hum. It could be your phono section is to close to your power amp and picking up the field off of its transformer.
You have to play around and see how by moving stuff around this affects the hum.
I had a hum problem, I noticed when I moved my tonearm to is rest I had more hum, Yes it was getting closer to the transformer in my power amp so I switched places, I moved my pre amp next to my table and my power amp further away.
I still had some hum and some RF. I have a outboard phono, it was to close to a powercord I moved It away from the cord and then silence.
It wasn't quite that simple, I had to play around with the position of the phono section. I have a out board motor controller, I cannot have this any where near my preamps or hum again.
You will always have the leeds of your tone arm cables coming off your cartridge the way you do, this should not in and of itself cause hum.
I hope you can use some of these Ideas and get rid of your problem.