At 1.5 to 1.6V (forward volt drop) and 140mA, each LED is dissipating around 200mW.
You've got 35...... so about 7 watts of heat. That's substantial. I've got a 3W LED reading lamp that gets nearly too hot to touch under normal running.
'Warm' is perfectly normal.