Dear student,
Please find the attached answer to your question
As we know water attains its maximum density at 4oC.
Hence, the surface of lake with 2oC is less dense and all the water which is warmer than this will remain below it due to higher density. Thus we will find higher temperature of water at the bottom of lake.
Hope it helped.
Thanks and regards,
Kushagra