You stated in your original post that you are using a tube TV (otherwise known as CRT). That would only have analogue ports, whereas an Apple TV box or any other streaming device would require a digital HDMI connection.
The only way to connect to that display would be through a converter. If you were using that it would not be a supported method, and while it may be working fine now it could cease at any time. The core functionality of the device is also to stream content and most of that is copy protected, which requires transmission through HDMI via HDCP. That would not be possible through a converter and any that circumvents that would not be legal.
If you made an error then providing make and model of the TV will verify whether it has an HDMI port.