If you ask people when they first realized they're conscious, you'll overwhelmingly receive responses detailing peoples' first memories.
Do LLMs form and recall memories? With the appropriate harnesses, sure. Yet, the reluctance to label LLMs as conscious remains. These beliefs are incompatible and dissonant.
No they don’t have memories. With an harness you just send historic data into the prompt.