How do you think?

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It's seems random to other people but I think emotionally, the emotions connected by subjects of interest and

bits of information that I have in my mind.

I can see images in my minds eye. Invariably they are static or very short clips.

My thoughts are probably mostly in words - like a conversation/monologue in my own head.

I am an extremely visual thinker, but I can also sense touch and smells on certain things that I am thinking about. For example, when I think of butyric acid (a four carbon strait-chain carboxylic acid), I not only see a floating image of it in my head but can also smell a trace of it (scent of rotten butter). In x-ray mode, the molecule can be mapped to view the flow of electron density around the molecule that can be used to determine chemical reactivity under certain conditions. I can also "see" the individual particles that make up the atoms within the molecule and the movement of each particle in slowed down motion or at near full speed. I can sense the magnetic field vectors for each one during this process, almost like the touch of a finger. I can also do this when thinking about multiple molecules (for bulk properties) at the same time (either same or different ones) and watch the interactions between them.

It was not until I was in college that I learned that not everyone had this ability. I just assumed that everyone mentally "saw" and "felt" what I did.

I also sometimes think in black & white with no grey area. Things are rite or wrong, good or bad.

Almost entirely words with some images thrown in. I think in numbers a lot too. Oh and song lol. My brain has background music
My dreams and daydreams however are of such perfect clarity I sometimes have a hard time not realizing the events in them didnt happen in real life.
I definitely cant think in emotions or senses. Like I might remember something smells terrible, but I cant remember what it actually smells like till I smell it again.

^ the avatar.

It depends on what I'm thinking about, but it's mainly in words and images, coloured by sensations.

Multimedia

I think mostly in words.
I do not need the 'imaginary situation where I'm having a conversation with someone else' like starcats described but sometimes I'll have them too.
I think that's because I also daydream a lot and for me it is somewhere in between daydreaming and thinking about the topic the imaginary conversation is about.
Daydreams are visual and auditory but sound feels less real than the images. They're like a movie, but unlike what some others have described, I actually see it like a movie and not from my perspective. The same is true for actual dreams. I see myself as if it was a movie.
If I'm immersed in a daydream there can be emotions and other feelings too. Only smell and taste do not occur. Characters in a daydream can like or dislike a taste or react to a smell but I don't have a mental representation for it. There's also usually no music in my head.
I can think in pictures (also when it's not a daydream) if the information I'm trying to access is primarily visual. For example when I'm trying to follow a map I had a look at previously I'll visualize it and place a small person on it to see where left and right is. In the example someone else mentioned about counting the countries of a continent I'd also try to visualize it (but my knowledge of geography isn't particularly good, therefore there'd be too many areas I couldn't resolve). I also need mental images for drawing or for memorizing and recalling things that can't easily be described in words (JiuJitsu techniques for example - but of course to actually do them they need to be kind of automatic).

I think in words and emotions.

I recall in words, emotions, images and videos, and that is also how I dream

In real-time, I think in words like a running dialogue in my mind but my memories are based on colours and non-literal representations of colours, sounds, smells, textures etc (synaesthesia). Every letter, word, name, place and thought has a colour and when they overlap I can see swirls. My memories are 3D and I kind of lose where I am in reality when I go to them. Last week I walked through a 'time warp' for a moment and I swear I relived a memory from when I was about nine. I was transported momentarily with all of my senses.

I generally think in a combo of images and sound. Like I can visualize maps for instance. And I also remember what something sounds like too. Oh and you know how if you mouse over a Youtube video and it shows a bit of it? That's me with songs in a playlist or something. After I've listened to one a few times, when I look at the song title, the opening bit plays in my head and then I can identify it better.