To log into the pi from kitty you will need to ensure that SSH is enabled at boot. Also I would double check that, that is indeed the correct IP address. It may have changed if it was not set statically. You can usually check DHCP leases from the web interface of your router if you are unsure.
If you just require a terminal, when booted press CTRL+ALT+F2 to enter a TTY.