1001 Zeo Nights

Last night (December 19, 2012) I recorded my 1001st night of sleep data using the Zeo sleep monitoring system.  I first started using the Zeo on August 6, 2009, and have worn it 81.25% of the time since (1001 out of 1232 nights).  Most of the non-Zeo nights have been due to miscellaneous technical problems.  I was surprised at how quickly I acclimated to wearing the headband while sleeping, and I have worn it consistently throughout this period, even on the non-Zeo nights. I’m confident that my data, even though it excludes roughly 1 out of every 5 nights, fairly represents my sleep experiences during this time.

 

The stability of my sleep patterns jumped out at me when I first reviewed the data.  For more than three years the basic elements of my sleep–the amounts of REM, deep, and light sleep–have remained very consistent.  A typical night includes approximately 30% REM, 15% deep, and 55% light sleep.  These percentages vary to a degree, but I found the same fundamental proportions (something like 1/3 to 1/6 to 1/2) in nights of very short total sleep as well as nights of very long total sleep.

Using the Zeo’s aggregate sleep quality score, the ZQ, my monthly average has hovered around 90 for this entire period.  My highest monthly ZQ was 96, in November 2010 (a year of a particularly restful Thanksgiving vacation) and my lowest monthly ZQ was 86, in June 2010 (of time of moving houses).  My average ZQ was between 88 and 92 for 33 out of the 41 months for which I have data.

Over the next few weeks I’ll share more detailed analyses of this collection of data.  During this time I have also been keeping a dream journal (@500 reports), and naturally I’ll be looking at patterns of dreaming in relation to the Zeo sleep measurements.  Soon I should have all this material, Zeo + dream reports, available for anyone to study on the Sleep and Dream Database.

If you have any questions or hypotheses you think I should test with this data, let me know!

 

The Call of Cthulhu: A Pioneering Effort in Empirical Dream Research

H.P. Lovecraft (pictured to the left) wrote the short story “The Call of Cthulhu” in 1926, and first published it in 1928 in the magazine Weird Tales.  The story centers on Professor George Angell, Semitic languages expert at Brown University, who dies under suspicious circumstances and leaves his papers to the care and disposition of his grand-nephew Thurston.  Among the papers is a peculiar file titled “CTHULHU CULT.”  As Thurston reads its contents he realizes that just before Prof. Angell died he discovered a horrifying, sanity-shattering truth–Beneath the ocean dwells a blasphemous creature of primordial evil, worshipped in bloody rituals by secret groups all around the world trying to hasten the day of its return. Professor Angell diligently gathered and analyzed several types of data to reach this shocking (and perhaps fatal) conclusion.  Foremost among his sources of evidence are first-hand reports of strange and unusually memorable dreams.

 

Was Professor Angell the first empirical dream researcher?

 

“The Call of Cthulhu” describes a process of studying dreams that is more scientific than anything found in the works of Freud and Jung, who were contemporaries of Lovecraft.  Nothing like it appears until the content analysis method of Hall and Van de Castle in the 1960’s.  Prof. Angell’s investigation thus predates by several decades a major shift in dream research from a reliance on clinical case studies toward more systematic analyses of large, demographically diverse collections of data.

The first section of the Cthulhu Cult file bears the title “1925–Dream and Dream Work of H.A. Wilcox.”  Young Wilcox was an art student at the Rhode Island School of Design who created a bas-relief sculpture of a strange monster that attracted Prof. Angell’s keen attention. The bas-relief was inspired by a bizarre series of dreams that Wilcox, always a sensitive and emotionally troubled soul, began having in late February of 1925.  He first visited Prof. Angell to show him the piece on March 1.  Asked its age, Wilcox oddly replied, “It is new, indeed, for I made it last night in a dream of strange cities; and dreams are older than brooding Tyre, or the contemplative Sphinx, or garden-girdled Babylon.” (49)

When Wilcox described hearing sounds in his dreams that might be rendered as “Cthulhu fhtagn,” Prof. Angell became intensely interested.  “He questioned the sculptor with scientific minuteness” (49), determining that Wilcox did not have any prior familiarity with secret societies or occult lore.  Whatever Wilcox was dreaming about did not arise from any specific experience or knowledge gained in his waking life.  The dreams clearly came from some place, or some thing, else.

Professor Angell then “besieged his visitor with demands for future reports of dreams” (49), which Wilcox provided in startling abundance.  On March 23 a fever seized Wilcox, completely unhinging his mind.  He raved about dreams of a “gigantic thing miles high which walked or lumbered about.” (50)

Then on April 2, the fever and delirium suddenly passed.  Wilcox recovered his senses, unaware of anything that had happened since March 23: ” “all traces of strange dreaming had vanished with his recovery, and my uncle kept no record of his night-thoughts after a week of pointless and irrelevant accounts of thoroughly usual visions.” (50)

So far, Prof. Angell’s investigation had used a method very similar to Freud’s and Jung’s, namely the close observation and interrogation of a mentally ill person.  But the professor widened his investigation to seek unusual dream reports from many other people.  The Cthulhu Cult file contained numerous notes and letters “descriptive of the dreams of various persons covering the same period as that in which young Wilcox had had his strange visitations. My uncle, it seems, had quickly instituted a prodigiously far-flung body of inquiries amongst nearly all the friends whom he could question without impertinence, asking for nightly reports of their dreams, and the dates for any notable visions for some time past.  The reception of his request seems to have been varied; but he must, at the very least, have received more responses than any ordinary man could have handled without a secretary. ” (51)

Professor Angell analyzed all of these dream reports in relation to each individual’s character, background, and occupation, and he identified a disturbing pattern that confirmed the awful hypothesis he had formulated while studying Wilcox’s dreams:

“Average people in society and business–New England’s traditional ‘salt of the earth’–gave an almost completely negative result, though scattered cases of uneasy but formless nocturnal impressions appear here and there, always between March 23 and April 2–the period of young Wilcox’s delirium.  Scientific men were little more affected, though four cases of vague description suggest fugitive glimpses of strange landscapes, and in one case there is mentioned a dread of something abnormal. It was from the artists and poets that the pertinent answers came, and I know that panic would have broken loose had they been able to compare notes…These responses from esthetes told a disturbing tale. From February 28 to April 2 a large proportion of them had dreamed very bizarre things, the intensity of the dreams being immeasurably the stronger during the period of the sculptor’s delirium. Over a fourth of those who reported anything, reported scenes and half-sounds not unlike those which Wilcox had described; and some of the dreamers confessed acute fear of the gigantic nameless thing visible toward the last.” (51)

The Cthulhu Cult file contained additional material from a 1908 police investigation of a voodoo cult in Louisiana, whose members performed sickening sacrifices while chanting strange words like Cthulhu, R’lyeh, and fhtagn.  This explains why Prof. Angell took such a desperate interest in Wilcox’s dreams–he had heard these words many years before, in a totally different but equally disturbing context.  The Louisiana police interrogated the cult members, who reluctantly explained the words they were chanting meant “In his house at R’lyeh dead Cthulhu waits dreaming.” Cthulhu is one of the Old Ones, cosmic monstrosities who came from the stars and reigned over earth for countless eons but then died and now lie buried beneath the earth and sea, waiting, dreaming, reaching out to influence our minds: “When, after infinities of chaos, the first men came, the Great Old Ones spoke to the sensitive among them by molding their dreams; for only thus could Their language reach the fleshy minds of mammals.” (60)  The Old Ones have a “mastery of dreams” (68, italics in original) that enables them to share their malignant secrets with humans of unusual receptivity and mental instability.

The remainder of the story involves Thurston’s own investigations into the death of several sailors on two ships in the South Pacific in late March of 1925, which he titles “The Madness from the Sea.”  The sailors had apparently found an uncharted island recently risen from the ocean depths, covered in slime and seaweed.  When they landed they discovered beneath the ooze an ancient city of vast, bizarrely shaped buildings.  They came to a massive portal, and when they opened it–

You can read the story yourself to learn the ultimate fate of the poor mariners.  Suffice it to say that their fantastic narrative, dismissed by local authorities as the ravings of lunatics, confirmed in every detail the story pieced together by Prof. Angell’s dream investigations.

Am I serious in suggesting that Professor Angell was the first empirical dream researcher?   Here’s a more precise version of my claim: Did any scientifically-minded person, either fictional or non-fictional, prior to 1926 engage in a study of dreams using these methodological principles:

1. Distinguish between extremely bizarre dreams and “thoroughly usual visions.”

2. Learn as much as possible about the dreamers’ background, character, and occupation.

3. Separate personal dream content from impersonal, seemingly alien content.

4. Look for analogies between dreams and art.

5. Gather reports from as wide a variety of reliable sources as possible.

6. Identify continuities between the frequencies of specific elements of dream content and the waking life concerns of the dreamers.

7. Concentrate the analysis on a specific period of time, seeking evidence of individual dream reactions to an objective external phenomenon.

8. Contextualize the findings in evolutionary history, using dream data to illuminate age-old truths only dimly perceived by the rational mind.

Is there any one else who studied dreams like this earlier than 1926? Carl Jung, maybe. A few other investigators in the late 19th and early 20th centuries were using one or another of these principles, but to my knowledge no one integrated them with the same systematic focus and scholarly sophistication as did the late Professor George Angell.

 

Note: Page references are to the story as published in The Colour Out of Space, Jove/HBJ Books (New York, 1963), pp. 45-75.

 

Note added 12/13/12: Thanks to Bob Van de Castle for pointing out that psychologist Lydiard Heneage Horton (1879-1945) of Columbia University was developing systematic methods for studying dream content as early as 1911, with his M.A. thesis on “The Flying Dream: Its Significance in Psychotherapy.”   His Ph.D. thesis, titled “The Dream Problem and Mechanism of Thought,” was published in 1925. It is certainly possible that Lovecraft knew of Horton’s work and used him as a model for Professor Angell.

As I look at Van de Castle’s “Our Dreaming Mind” for his comments on Horton, I should also note the importance of Mary Calkins, a psychologist from Wellesley College who in 1893 gathered 381 dream reports from 6 female students and analyzed them in terms of various aspects of content.

 

We Have a Winner!

Congratulations to Michael Paul Coder, the winner of the dream research contest I posed last week.  Michael correctly identified the gender, age, and dream type of six sets of dreams using only word search frequencies and my baseline hypotheses to make his inferences.  He also correctly identified the bonus questions of which sets of dreams came from the same person.  Best of all from my point of view, Michael showed me his work so I could see how he applied the baseline hypotheses to the word search frequencies.  The correct answers are below.

 

Perhaps it should not be surprising to learn that Michael is a talented and experienced software architect with a website, Lucid-Code, offering a variety of technologies for exploring consciousness in dreaming.

 

His success is encouraging because it shows that an essentially automatic process of word frequency analysis can reveal meaningful patterns in dreaming. It should give us additional confidence that this kind of approach to dream research can provide quick, accurate, and reliable results.

 

What other aspects of dream meaning can be illuminated by this method?  That’s an open question….

 

Set 1: Female, younger than 18, MRDs.

Set 2: Male, older than 18, MRDs.

Set 3: Male, older than 18, MRDs.

Set 4: Male, older than 18, MRDs.

Set 5: Female, younger than 18, MRDs.

Set 6: Male, older than 18, MRDs.

Bonus question: Sets 1 and 5 come from the same person, and Sets 3 and 4 come from the same person.

A Dream Research Contest

To help test the initial hypotheses arising from the SDDb baselines, I am offering a dream research contest, open to anyone willing to give it a try.  The first person to send me (at bulkeleyk@gmail.com) the correct answers will win a $50 gift certificate to Amazon.com.

 

The contest challenges you to look at the word usage frequencies of six sets of dreams (available here) and make the following three predictions for each set: a) Is the dreamer a male or female? b)  Is the dreamer younger or older than 18? c) Is this a set of most recent dreams (MRDs) or highly memorable dreams (MemDs)?  You will not be able to read any of the dreams–you only get to look at the numerical frequencies of how often they used certain types of words.

 

I’m going to make it easier by giving three big clues.  These clues are so big, in fact, that they will give you a clear map to reach the correct answers.

 

Clue #1: The six sets of dreams come from four individual dreamers, let’s call them A, B, C, and D.  Two individuals gave two sets of dreams each.  The other two individuals gave one set of dreams each.  This means the contest has a bonus question: Which sets of dreams come from which individual?

 

Clue #2: As discussed in previous posts, the SDDb baselines have identified a number of significant differences between male and female dreamers and between MRDs and MemDs.   These differences can serve as analytic tools of comparison for making the kinds of predictions I’m asking you to propose.  Below are several specific tests you can use to identify the dreamer’s gender (male or female) and age (older or younger than 18) and the type of dreams contained in the set (MRDs or MemDs).  (Note: The age tests are not drawn directly from the SDDb but from other sources of research on children’s dreams (e.g., David Foulkes, Calvin Hall).)

 

Clue #3: There are two cases out of the 18 total predictions (3 questions x 6 sets of dreams) in which the overall conclusion of the tests gives the wrong answer.  In other words, the tests will lead you to the right answer about 89% of the time.  To get 100% of the answers right, you’ll have to add some kind of insight above and beyond the tests.

 

Good luck!  And please “show your work”–explain to me how you derived your predictions.

 

Tests for Gender:

If Emotion is higher than the Female MRD baselines –> Female

If Emotion is lower than the Male MRD baselines –> Male

If Fear is higher than the Female MRD baselines –> Female

If Fear is lower than the Male MRD baselines –> Male

If Speech is higher than the Female MRD baselines –> Female

If Speech is Lower than the Male MRD baselines –> Male

If Characters is higher than the Female MRD baselines –> Female

If Characters is lower than the Male MRD baselines –> Male

If Family is higher than the Female MRD baselines –> Female

If Family is lower than the Male MRD baselines –> Male

If Friendliness is higher than the Female MRD baselines –> Female

If Friendliness is lower than the Male MRD baselines –> Male

If Physical Aggression is lower than the Female MRD baselines –> Female

If Physical Aggression is higher than the Male MRD baselines –> Male

If Sexuality is lower than the Female MRD baselines –> Female

If Sexuality is higher than the Male MRD baselines –> Male

 

Tests for Age:

If Cognition is higher than the MRD baselines –> Older than 18

If Animals is higher than the MRD baselines –> Younger than 18

If Family is higher than the MRD baselines –> Younger than 18

 

Tests for MRD vs. MemD

If Air is higher than the MemD baselines –> MemD

If Air is lower than the MRD baselines –> MRD

If Flying is higher than the MemD baselines –> MemD

If Flying is lower than the MRD baselines –> MRD

If Family is higher than the MemD baselines –> MemD

If Family is lower than the MRD baselines –> MRD

If Animals is higher than the MemD baselines –> MemD

If Animals is lower than the MRD baselines –> MRD

If Fantastic Beings is higher than the MemD baselines –> MemD

If Fantastic Beings is lower than the MRD baselines –> MRD

If Christianity is higher than the MemD baselines –> MemD

If Christianity is lower than the MRD baselines –> MRD

If Death is higher than the MemD baselines –> MemD

If Death is lower than the MRD baselines –> MRD

The Distinguishing Features of Big Dreams

If someone presented you with two sets of dreams, one of most recent dreams and one of highly memorable dreams, you could predict with a high degree of confidence which type of dream was in which set, based only on word usage frequencies.

The set with more references to flying, air, family, animals, fantastic beings, Christianity, and death is more likely to consist of highly memorable dreams.

This is a testable hypothesis that emerges out of a comparison of the SDDb baselines for most recent dreams (MRDs) and highly memorable dreams (MemDs), available here.  To be clear, it’s a prediction of probability, not certainty.  Some highly memorable dreams have none of these elements, while some most recent dreams have several of them.  But according to the SDDb baselines, it is the statistical tendency of highly memorable dreams to contain significantly more of these elements than we generally find in most recent dreams.

Whether or not this hypothesis has any practical application, it adds new evidence in support of the theoretical claim that dreams are meaningfully structured not just for the individual dreamer but also in relation to each other.  There really are different types of dreams, and their differences can be expressed in increasingly precise terms.

Other researchers such as Harry Hunt and Don Kuiken have proposed psychological models to account for different types of dreams (what Hunt calls “the multiplicity of dreams”).  I am not yet at the point with the SDDb baselines to feel comfortable engaging directly with their approaches, but that is definitely a long-term goal.

At this stage I want to look more closely at the higher-frequency MemD elements and try to understand what they might contribute to the dreams’ long-term impact on waking awareness.

Flying: Not all dream references to flying involve magical powers–some relate to the flight of birds, or flying on airplanes, or floating in water, or time “flying” by.  But many of the references are indeed about people flying magically, and I think it makes good sense that overall, MemDs have significantly more flying references than MRDs.  I would be surprised if it were otherwise, based on the recurrence of magical flying dreams through cross-cultural history.  Genuine flying dreams tend to be quite vivid and realistic, and it’s reasonable to assume that such unusually stimulating sensations would make a lasting impact on waking awareness.

Air: Some of the air references occur in flying dreams, but in most MemDs the air references appear in different contexts: the dreamer is struggling to breathe, or facing a tornado, or noticing the wind blowing.  I don’t know about dreams of wind, but certainly with dreams of tornados and potential suffocation the memorability of the experience is likely to be very high.  A tornado is the most powerfully destructive form of air in nature, and suffocation is a perennial threat to human life, perhaps especially in sleep for people who snore or have apnea.

Family: References to family members appear often in MRDs; they appear even more often in MemDs.   I think it’s fair to say that most people’s strongest emotional relationships (both positive and negative) are with family members.  Thus it makes sense that their appearance in a dream correlates with high memorability.  Looking in more detail at the word search results, references to parents (e.g., mother, father, mom, dad) tend to be the highest, suggesting that dreams in which the individual is cast as a child or in a child’s role are more likely to be memorable.

Animals: Based on any of several different theories (psychoanalytic, developmental, evolutionary), it could be expected that MemDs would have a higher proportion of animals than MRDs.  Psychoanalytically, animals symbolize powerful instinctual energies. Developmentally, animals appear more often in children’s than in adults’ dreams, and MemDs are often recalled from early in childhood. In evolutionary terms, animals in dreams may reflect ancestral threats that we are innately primed to notice and remember.

Fantastic Beings: This category by definition includes characters who are not “real,” so their appearance in dreams naturally arouses some degree of heightened awareness and emotional impact.  Many of them are perceived as extremely frightening and dangerous to the life of the dreamer.  I was surprised by the SDDb baseline results that the MemDs do not have more fear-related emotions than the MRDs, but perhaps what makes some MemDs different is the supernatural source of the fear. There is a connection to be made here with the notion of “minimally counterintuitive supernatural agents” as used in the cognitive science of religion–dreaming is a rich experiential source of people’s religious and spiritual beliefs about such beings.

Christianity: Many references to Christianity in both MRDs and MemDs are relatively trivial references to Christmas, or mild oaths, or a person’s name.  But more often in the MemDs there are direct references to interactions with Jesus, battles with demons, visiting heaven, and worshipping in church.  In a majority-Christian country like the U.S., where all the SDDb baseline participants reside, this seems like an expectable result.  Insofar as Christianity, like most religions, is concerned with deep questions of morality, suffering, and faith, any dream that refers to religious teachings is likely to register more memorably in the dreamer’s awareness.

Death: Whether considered in religious or secular terms, death surely counts as a major existential concern of human life.  Dreaming itself has long been mythologically associated with death, and cultural traditions all over the world have stories about dreams as a portal to the afterlife.  In MemDs the theme of death takes many forms: other characters dying or being killed right in front of the dreamer, dead relatives appearing as if alive (i.e., visitation dreams), and, more rarely, the dreamer him or herself dying.  When the prospect of mortality arises in a dream, it’s not surprising that the individual takes notice and remembers.

What do these seven higher-frequency MemD elements have in common?

For one thing, several of them involve “counter-factuals,” i.e., phenomena that are literally impossible in ordinary waking life.  Magically flying in the air, encountering fantastic beings, seeing people who are dead appear as if alive–these are strikingly anomalous experiences that stand out from ordinary life and make a big impression on memory.

Secondly, several of the MemD themes involve dire threats to the individual’s life and well-being.  Dreams of death, demons, monsters, wild animals, suffocation, and tornados naturally arouse a host of psychological and physiological responses that can literally seize the dreamer’s attention and hold it long after waking.

Thirdly, a few MemD themes relate closely to the prominent themes of children’s dreams generally, with more animals and higher family references.  As I noted earlier, the SDDb baseline for MemDs includes numerous childhood-era dreams reported by children and adults, so it is definitely skewed toward children’s dream content.  That means the differences between MRDs and MemDs could be explained as artifacts of the differences between adults and children.  I grant there will be a large degree of overlap between highly memorable dreams and children’s dreams–precisely because the most memorable dreams people often recall are dreams from childhood.

Not all children’s dreams are big dreams–but many big dreams are dreams that have been remembered from childhood.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

A Primal Difference (Part 3 of Creating a Baseline for Studying Patterns in Dream Content)

What makes unusually memorable dreams different from average, ordinary dreams?  Putting it in Jungian terms, how are big dreams different from little dreams?

 

The SDDb baselines for most recent dreams (MRDs) and memorable dreams (MemDs) give a very precise and empirically based answer to this question.

 

MRDs tend to use more words relating to perception, emotion, cognition, social interactions, and culture.

 

MemD tend to use more words relating to flying, air, family, animals, fantastic beings, Christianity, and death.

Overall, MRDs are more anchored in present waking circumstances, while MemDs seem to have less connection to current social reality.   MRDs reflect more of daily life, while MemDs express deeper existential themes.

These results derive from 828 female MRDs and 691 male MRDs, compared to 801 female MemDs and 504 male MemDs.  You can see the spreadsheet here.

With the help of Dominic Luscinci at Far West Research, I analyzed these four sets of dreams in terms of their similarities and differences, adjusting the levels of statistical significance to account for multiple tests in each word class to protect against type 1 errors.  Fisher’s Exact Test was used in cases where the criteria for chi-square testing were not present.

Before getting into the MRD vs. MemD comparison, I wanted to know what gender differences were most significant. I found that female MRDs and MemDs are more likely than male reports of both types to include references to emotions (especially fear), characters (especially family), speech, and friendly social interactions.  Female MRDs have more perception and cognition, while male MRDs have more physical aggression and sexuality.

There are fewer gender differences in the MemDs than the MRDs.

Then I looked at the MRDs and the MemDs to see what differences show up for both males and females.  I found that MRDs for both genders have more references to emotion, cognition, social interactions, and culture.  MemDs have more references to nature (especially air and flying), characters (family, animals, fantastic beings), Christianity, and death.  The female MemDs have more fire, falling, and physical aggression words.  The male MemDs have more chromatic and achromatic colors.

There are many more differences between MRDs and MemDs than between the males and females.  The comparison with the fewest differences was female MemDs vs. male MemDs; these two sets of dreams were the most like each other.

My first reaction to these findings was surprise that the MRDs had more words relating to perception and emotion, since I expected these indices of intensity and vividness would be more frequent in highly memorable dreams.

But I also felt good because these results basically replicate a 2011 study I did with Ernest Hartmann on big dreams.  In the conclusion of that article we wrote “people’s big dreams are distinguished by a tendency toward ‘primal’ qualities of form and content: more intense imagery, more imagery picturing nightmarish emotions, more nature references, more physical aggression, more family characters, more fantastic/imaginary beings, and more magical happenings, along with less high-order cognition and less connection to ordinary daily surroundings.” (p. 165)

These findings are very similar to the SDDb baseline results.  They give me confidence that these differences between MRDs and MemDs are real and not the result of random variations in the data.

The comparison with the 2011 study is not perfect, since a) that project did not adjust the dream reports for word length, including reports of less than 50 and more than 300 words, unlike the SDDb baselines, b) some aspects of the conclusion (e.g., intense imagery, nightmarish emotions) were derived from Hartmann’s Central Image scoring system and did not emerge from the word search analysis, and c) the participant pool had a big gender imbalance (147 female, 15 male).  However, the mostly female composition of the 2011 study actually points to an even closer alignment with the SDDb female results because the female MemDs (but not the male MemDs) have higher frequencies of fire, falling, and physical aggression, all of which seem consistent with the 2011 study’s conclusion.

In a future post I will look at the SDDb’s high-frequency MemD elements–flying, air, family, animals, fantastic beings, Christianity, death–to try and discern what each of them adds to the dream’s memorability and impact on the dreamer.