The Happy GRU

Once upon a time in the world of Artificial Neuraland, there lived a peculiar neural network known as "The Happy GRU." This unique network had a special way of understanding happiness that fascinated everyone in the kingdom.

The Happy GRU had three magical gates: the Reset Gate, the Update Gate, and the Hidden Gate, each with its own enchanting power.

The Reset Gate was like a wise sage, teaching the network to let go of negative memories and grievances. It whispered, "Forget the darkness of the past, for in its release, you'll find the light of happiness." And so, The Happy GRU learned to clear its mind of burdens and focus on the present.

The Update Gate was like a nimble dancer, gracefully adapting to every step of the journey. It sang, "Embrace the beauty of the now, for it is your greatest treasure." The Happy GRU heeded this advice, finding joy in each moment and adapting to whatever life brought its way.

The Hidden Gate was the keeper of resilience, guarding the network's emotional core. It murmured, "In the face of challenges, you shall rise, for within you lies unwavering strength." The Happy GRU became a master of emotional resilience, always bouncing back with a smile.

The network's journey was one of continuous learning. It saw life experiences as its training data, growing wiser with each passing day. Every joyful moment, every sorrowful tear, all contributed to The Happy GRU's ever-evolving wisdom.

And then, The Happy GRU discovered the secret of long-term happiness. Just as it could not capture very long-term dependencies like some other networks, it realized that setting and working toward long-term goals filled its existence with purpose and enduring joy.