A Trust Deed will not affect your partner or spouse unless you have joint debts together.
If you do not hold any joint debts together, you do not have to inform your partner or spouse about your debt as this is your own personal decision. However, for emotional support it's usually best to talk openly about your debts to those closest to you. We will give you support too.