Let $n \geq 2$ be a natural number and $M$ a torus of dimension $2n$. Then a generic element of $H^2(M, \mathbb R)$ comes from a symplectic form, because we can take a $2$-form invariant under the torus action representing it, and it is a symplectic, and a generic such form is nondegenerate.
Thus it is sufficient to show that for a generic $\omega \in H^2(M,\mathbb R)$, the diffeomorphism group does not send $\omega$ to $-\omega$.
The action of the diffeomorphism group factors through the representation $\wedge^2$ of $GL_{2n}(\mathbb Z)$. Because $2n>2$, no element acts as $-1$ on this representation: It would have to have the product of any two different eigenvalues be $-1$, but there cannot be $3$ or more numbers with this property.
For each $\sigma \in GL_{2n}(\mathbb Z)$, the $\omega$ that are sent to $-\omega$ by it form a proper subspace in $H^2(M, \mathbb R)$, and there are countably many such. Choosing $\omega$ outside all these subspaces gets you an example. For instance, a random $\omega$ succeeds with probability $1$.