Tracklist
| A1 | You Stepped Out Of A Dream |
| A2 | Wait Till You See Her |
| A3 | Out Of Nowhere |
| A4 | The Song Is You |
| A5 | Spring Is Here |
| A6 | Let’s Fall In Love |
| B1 | (When Your Heart’s On Fire) Smoke Gets In Your Eyes |
| B2 | Time On My Hands (You In My Arms) |
| B3 | I’m Glad There Is You |
| B4 | The Touch Of Your Lips |
| B5 | All The Things You Are |
| B6 | Cheek To Cheek |
Other versions
| Category | Artist | Title (Format) | Label | Category | Country | Year |
|---|---|---|---|---|---|---|
| CL 900 | Vic Damone | That Towering Feeling! (LP, Album) | Columbia | CL 900 | US | 1956 |
| CL 900 | Vic Damone | That Towering Feeling! (LP, Album, Mono) | Columbia | CL 900 | US | 1956 |
| CSR 900 | Vic Damone | That Towering Feeling! (LP, Album, RE) | Columbia | CSR 900 | US | Unknown |
| KLP 557 | Vic Damone | That Towering Feeling! (LP, Album) | Coronet | KLP 557 | Australia | 1956 |
| BBL 7144 | Vic Damone | That Towering Feeling! (LP, Album) | Philips | BBL 7144 | UK | 1956 |
